diff --git a/CHANGELOG.md b/CHANGELOG.md
index b2e5f960..f3226974 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,14 @@
# Changelog
## [Unreleased]
+### Changed
+
+- **BREAKING: Module Reorganization**: Consolidated all agent code under `haiku.rag.agents`
+ - Moved `haiku.rag.qa` → `haiku.rag.agents.qa`
+ - Moved `haiku.rag.graph.research` → `haiku.rag.agents.research`
+ - Added `haiku.rag.agents.chat` module with conversational RAG agent (`create_chat_agent`, `SearchAgent`, `ChatDeps`, `ChatSessionState`)
+ - Deleted `haiku.rag.graph` module (research graph now at `haiku.rag.agents.research.graph`)
+
### Removed
- **BREAKING: Custom AG-UI Infrastructure**: Removed custom AG-UI event handling in favor of pydantic-ai's native AG-UI support
diff --git a/tests/agents/research/test_research_graph.py b/tests/agents/research/test_research_graph.py
index 265cff35..f2f292ef 100644
--- a/tests/agents/research/test_research_graph.py
+++ b/tests/agents/research/test_research_graph.py
@@ -1,3 +1,5 @@
+from pathlib import Path
+
import pytest
from haiku.rag.agents.research.dependencies import ResearchContext
@@ -7,6 +9,13 @@ from haiku.rag.agents.research.state import ResearchDeps, ResearchState
from haiku.rag.client import HaikuRAG
+@pytest.fixture(scope="module")
+def vcr_cassette_dir():
+ return str(
+ Path(__file__).parent.parent.parent / "cassettes" / "test_research_graph"
+ )
+
+
@pytest.mark.vcr()
async def test_graph_end_to_end(allow_model_requests, temp_db_path, qa_corpus):
"""Test research graph with real LLM calls recorded via VCR."""
diff --git a/tests/cassettes/test_research_graph/test_graph_end_to_end.yaml b/tests/cassettes/test_research_graph/test_graph_end_to_end.yaml
new file mode 100644
index 00000000..77d293d5
--- /dev/null
+++ b/tests/cassettes/test_research_graph/test_graph_end_to_end.yaml
@@ -0,0 +1,3729 @@
+interactions:
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
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+ - '4851'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ encoding_format: base64
+ input:
+ - |-
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+ Initial Launch of Candidates' Campaign Plans on September 1
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+ - |-
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+ Rallies and Persuasion
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+ Debates: Clashes Between Visions and Policies
+ - |-
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+ Voter Engagement: Making Every Vote Count
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+ Campaign Financing: Transparency and Accountability
+ - |-
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+ Before Election Day: Submit Final Appeals Now
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+ Polling Day: The Final Act of Campaign Activities
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+ - Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an
+ exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in
+ shaping our collective futures.
+ model: qwen3-embedding:4b
+ uri: http://localhost:11434/v1/embeddings
+ response:
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
+ index: 0
+ object: embedding
+ - embedding: ceLHuSxXhrsozj+9uGinPEm1wrqjdhw8Z9mfPTXlvjude1Q67jq5vKKnbj2tVZu8PXOpO91ygzwgxIO8P1nSu4/5Fr3ID+k7sJoKPMeHi7sdU7s6CpnsPBNzrD1yQCg8qj3CPBaMebxuCcy8ncPKvQwydbyU1c28zk7nvLnGfb0dLQi9MgeLPPPwj7qW+Qc9FakDPXL70rpJWXE5CSE1PMqHQ7yLygw9Qu4PPDtEFrxB38w8a/aJPFYmCTwBs4u7GCPbvL906by+13M8wkMePF/bUb2Xd5m8jX6JuxYzPj36l/87qvbju9ytyDyee0S8pvpOPPvqiTxobvI6LiXcvKOMCbzqwY+7Gc/rvNLiDjw5pES68PWUPIIZmryxEV28syeVPJRoXrtLC748jqiJvPrTuruVcF47Ixj7PCHAwDzLXe67Sbs1PdQxODrfVHK8Xng2vJrLbrxFWeU8bHV5vMJczbwp41W6naaAPA2D/TwYbQ48CYw1PdEHSLuESGc8cYMUPJxHBb0cqsS8ft1YPOh1OzziZPG8+yaMPLM0mbtdrOU71Ky6vBtiSLt5Tl48bOmmO8176zwINKu6KMLhO4xcD7zKyOU7Mt4MvNBNwTvnGDm8c+sPPIer1rtiDgq9jkYRPFkLkzsOAgM8GFfEus+Ioby9nHo8VzCQuwvmzzsRLD495olruxznAjz4o2+8V/VBvLN6DLyR0MM87C6EPAxP0LoSKla8VLotPBM3wDxpQxc70wVKvGLeSzxIXxq8+OPovFaxNrwu5rO8PmmsOiYbEjwFoLm5SemEO+UB5rq8++Y7EZPCOznZt7pgoI48ODyvvHrjSDuhjjY72KdxOzpE4TzM+FY8o3NjvKKwxDzQsT68nDWSu4maPDryPaa8ob8au0ohZTz6LCc8TztmO1JUA7wxHWy8fvt4OrW3xDrl81G74iqZuuy03rzLVny9m8KOu3SXP70o1G48QCExvL8xnjshuwW8IjE+vPIfxDsFcqU89O4LPOJzZbxn/ui7A9IRPDt8+DyeYf45q4TnO9lsi7scOoc839DYOx0wEzkXBKg8zk/xu+YENr01bD28R8zQvMaIBrl8z348WHkBvKiOCTzUoSK9okFFvGY/OjwqC268wfeOu9fPeDvBMSk9120zvDT/ULtbL008BUULPU/lrzr8GW25mQ28vBKZSDzbgAm9KB1aPG2rYjwCTbY8tRdVOtFAgrz1uiY9zVHKOl0YNzy5VD+8jRrqPM30o7q+lbw6RwqGuoLezDwkGAi9gzBnvf+Ee7wfzQc8xom/PHEegDttray8JUOwPB8WwTsf/xg8CWWsvBpcKrtolyY8vvPPPFujKzpOIQK9IXdbu5Sz2rx7voW8sa0ZvFi8PjxIio88ukEaPdMot7tY1Q28jDxkO4Cc5LzQ6CI9tCHMOz4N0TsaUju6vRkBu9hhdjxEFeW5ENgkPBCGPb3oAYe8csI9u+lh3zu37Z08qCwavIWaAbvxPxS8tRepu6yROjwCh9u70ooNPZeOujv4P6u7djUEOv+LFDxFCpI86Snlu0goDrxHZiQ7hukePXULirsB7Cw8prVNOzTGC7xP2re81L0VvK5vTLx544E6DrrLvEgSqDxNqFU9UJZsvOdMYrv/Wt2810EdvcU2tbycyIw83lpTPIZVSLms2gA9dYdRvKkONTw1h9c886OqOy/VsLxtoIO86I8zvQm/PDzT2z68opN0uuBOdzwfO5I8/u8lPF78NbtbziY9WSzSPBENv7vXqby8bEX/u0V2gzrJvcO7T8NbvJrmZD0BSYK7tNrpvGA2JDnxrgm8/WInPXn4TrwddXk8zi2CPKf2pLxL9BI8v2WCvfg8AD2+3oy71V0cPFYyN70FHT2859p9u0l/UTy3iEU6BhOLO/s8YjxE0++8iA4bO17WRjpFj4c8REFNPMPrhjxl+Ra6n51yvMIBPjzsgAK9faNGu7IyEjzs/Ku7xAIjPdjzNrtFwaG7WoelO+wl4TwXZw+8Sf+1O+n8rDy6Huw8wSw1PQGCcrrMxPI8xKUAuxURyTwfUai8WRbmvOpQGLzdyJO80wSIOjgMcb1qnWc8uG+XPGVF8rv3Jqk8WhxvPObtKDz7bbG8X88ovb77Q71ct7m8TJ4evcbV8zkFC+Q8tqTyu9UBlbuFyoA8ZdUPPDZkpTz1TdK7gTupuejFojxVloM8bnQjPGuFcrtNcuq6sUGpPC/Q67zVLHW7FySmu7dj3rvd3hO9g+rYO6XZnDwTzCU8tgFAvd7MFTymzKW6iBHcvGjpM7xuJFm8iOBmvSMKljzHC/y5c64jPSd6MTu6Iei7uPmYvAN2I71eei+7FTVCO+asvrwfgK47DL8DvdP+3TvR+gC95HWovFP7xDyruUQ9g8q1vN5CBLsIbee7Mnvzu2QnlDxgyww8R+MtPGFrQzzVhIq7SsFPvFocbzxw11g781E6vVLlkTyMFEO8NT/xvB/VpTsPeWm7P5ZIvKQjqbp+9UG7YP8pPOxwpjxRSBS96C9EOhUgfbyY8g88Hq8NvFzUMj2Gh6w70wRFvPIlvLx+bg+9EX3iuwcZVzy4x8Y5WJEbO8fbdLzq6aM8A/pKPC27gDyixIc8g5y/PKcFnryRMBC81dSkvD953Drgv1M8cw3BO056kzxxWxi9eyO9PLxc/brdol+8EhuUuzok+zuWh1U9Mt3TvIqCIb2vn6a4KYh9PG1ojDvrsRM9iPv5u+kjNLvcMgi9/gQqvBCSk7yNaqo7hgydvIO+Bb2a4B669PGuuwFpHb3lOSG9GfyXPHMJWjwUTFy8HNEMvNBBFjzipuu7jIXzOzlWAz1jtIy8w6B/OwLOFbzRplG9eoAvPVwmiztQwz+6r/E9vGhEBTvGevi6J8v3PILjQD21nt88kWpXvMrCITythR+8D+QHPXVP0jv+mnk8aggLvG1GHDtZAos6lHtaPMN73DtFhbw7yx/lO8p9OrwSUMo7899aPO8/4zzwecg8j/FyvCD9qjsEhy08j7/iPAQSVTzOexG8UrkxvMs2XT3+x9k7ABphPDAibLs1q+C8gD8lvPcl7Tt/19i8KtjnOwQkITsVbLQ8049wvGYGYL1k38K7qFdCvYaY2zyP6YQ8pk4LPX5pLrvS15G8AxfxOyn9xroBlcQ8bVvyPBbh0LxKwAE9lLS+PM89Y7zs97c8bQAEPAVQIjyuCm68nZqKO/HQIju9SkG6x0dGOmz0XTxlPHC8zG2yO4QSmDwtxs68mN+tPONulLvR9Rk8DdeevOUgIzv3Tta7iGsbvRSfSjtIQVw4lM1IvEWCFr2SFha9rkqzvMj3DLu2R8W7KT3RvNyhlbye6UG7K0QTvPA7Yz0iVae8mt8lvLue37yg85y8eR+jPIM0EjzgsIG6PTzKvNi8N7wydAE8JI1CPe9xdrx3QLs6AkW2vAXss7zvwj49R2E9Omu91jwm4WA7zYP9OxFcNDxOgpE7eNV7u9gAHj32uIA8rpO8vKdZ/Tw5PUs8auoAPT9umLyBc4K8ptoLPHIrab0dRTi8LvWJvOqhU7yc9Sk9O0uEPElUpLxfuku8RJ0ovNRYWTz8dSo9vTz+vLrk9TyTsvK7ld28uu93Cb0ot4q8rRB8uuW9TjwUN/E6iSNvPHR/Ar1kXbS70BOjvNCKK7uUV4s89OpRvEYFrrwEJA29Udr9u/8VyDzRc9A8SbBpvPRezruP+Bm9ob3su7mAqLvB/eM8dfxnPBUXJT1Bmg29D/cCvKuduzxdzx88M8abu4Y/nzyvur08rVfCvLbThbyueyA8JmaFvCuI7TwTUaa8t7xYPFgunzuVfGc8fI8NunYMwzxq0jE85vubO+j5zDrhwQO8eBG1PEXYIryp6au8KfOePGaomLqh/O48OsRXveHjizwpHfq8sxfdOwUp/bz0B7O8hQ2CvdmkrTwSSSy8FoYyOkYXCzyp5DG6R5VEPM0i/TwINcQ8nmo7O3+MHzxGs5G8AGkDuzm/nDwFPUY9v3H7u8nxczu+g3c8QioVPCmIHTz0M0C87aBLPPamXroxpvu5yPt5vFUAG73P22w7MhhKPCUZKrzDWM486/o4vTfPJj3P30e8lTxXvDXoXDyM6zy8pVYTPf2eqbvUxk288+/nvJpWBD05FDg8oG3fvAF49Tyi+FA7RoQwvUJhwLq7dB69LIaIvMDsE7x1mxU9cuemPCk/FjzJFzK8SFUdvBSQDzt/cI68zMoBO7sXkDyWhta8cyybPOWCi72nAUY9va1pvE2oH7xpe9E6NcK2Olwm27zZ/qo8t7xpPHkJi7xoqpc8vzCDvLVoDb0y6we9xpMhOnXFIr35yBg8DUL1vLLdrTwIvbw8/U8TvDXe9bs9qoc4wM6DvAdK7TkARQU89O8QvDzy1jyE/Za8AqYjvJxrxjsNDr67NRcVPQ5MJTw2FNE8ppmOvIZhEDzI0668swc7vRzLe7y/T4G7/R3APEu9grza5Wa6eUsevUIJsTxFZwo8djpZvNPoDj0Esyw8YBrcu/HdTryCXhs9CpXBvNK6djycHBu8IdtYOkT+GT2YEy+8miMoPQfmWLwR9MG7rp6FvGEKSry9RRA8CHCqPH38gjeXbW+8hnaPvG12NLzngRS9wCEGPM9D3jwS93M7kwuUO4/nCruOkhk973fPu/DXTDwKP168CGLEPJ/HHz2xSi68uXtIPe3z2TyTG/G7cDBgPHSnATyfFAy7rq8ePLxUqbySiXM8c4Chu8W4PTzAbIM8bE/yPL/pF7x79sK8cW4ivBuD+jy6t4a952avPHP6Fz2jN568ZXNqvIDQDbw2eo67i0MfPDaKF7yaadM7oXyfvDOpt7xZ61c74u5SvLL8pjzW2CO9m3QPvUlGZDuHQ4U8p6tJPIJtqbpj9m67EqtmvBbCmbzJFe87AHeNPCe3VbyiF568cZtrvLCNtLy/oJc80+cCPPwQ/7usjew7PsYuvaiXA700sye63bgkPSdbrLy1TTs7+fP+vPThxLu5Z6a8aa1SPCQ4dDw0b0g8rLpxOwRzj7x57tS7SrfbORFZrDzBWx+8wtTPPCLlLLtRz5c7PzEUvXjwETlsfZK69hiFPNZgIT1PetM82cwAveTC0jyPono8W02GuxOOw7v6Dum8xUn4OpDLzDyl0MM8IUBNurh0XbxQ8YI6AOEXPEiVBLw+HfS7MGUmvFFvOTsc+Lg8WQwAPSsxmzx5yMe7FWx/PMZ/77uh6w87udPovAKN2LwuQEi8ToekOiW2JTvKGJy8tPvVvIQ/O7unELe7FLjnPMcm4jyzcf880JibvG0Gjbtb9Z884Km0OhddnbzYOAM8uw2Pu9asebxh2pe8I2btOwBE7buxs6m8CGNIPUquuDycJhg80e+Euh17iDueW6q7ycX5u6IK5bv3Cq088nRVvAVYQLtTfs28f4SRuk+pebzoGOG89GRavCvyzbq0zsC8PZCrPHGDLjwWqCc9Iu4fu4NZg7yqjgq6xfc3veH9Rbx0xoY737KNvCTK3LymvEk8i5VDvXBPs7z1i1E71WRZOxDtFj2in/u8piy3u0wZdrz71iw78cuFvBDw8rybYYY7FOXSvFgtary8/Hw8boEOPZ4xpjwPNiS9K0p0vPOUfrwIMhc8Ch+DvHlM7rrAzki8YfcGPYNQk7z1/la9upmxO/plDbzHDdm8IbVPvNQ0VL2DG4q8Aaq6vIVzsTwAHxG8mLUHPPvzZjzCINU7JQFbvCs3ZryV3B29rNeWvOq16bpNOz68EJVOPHS50DwR0fO8ovMMO0/wKbyV3GA8sZn+O9yoQDziyIY5WciJvF/ZoTs6vf48xrjCvErfJb2t7No7TNc8O3pLiTyEMIq8lUrKvDVAL72Uqfe5JB+8u41iiLzrj6C7HWT7PBTupTpQP+s6hwOJO//MD73FQkC8slfBuzS7+bz8Hia8YrWGvPPbGzxDvwC87RrOvGplrrrdYAU7OWHlvPxql7zNof48MPozPYSVobxpnhc9fyGMO6kHjTwXd248lfIRPF0dljsBMDS8xG8yvHUNaj05zlI8vnMKPVK10rxAQCC7JYY3PKfl6TyQnQS8NR7NvMCZVLzdOME7WrSlOzNHRLxLXJg8kyZdPMmRk7y2hwQ8rabdulWxUrsyTHM8NN7pPIFeKTxKce48gfKtPDihNr2eMAI8CBngO9iYyzwU8iA9J9EDvTP+uruCHwe65sr0PDYHhjz8dYi7vrjDvEEVijnL+bk8P2EEOzeR+zshvJO7z1givL91nbxWVuu8pPouPXqFTjy6P5O8KLu2vHk/5zvovOi7RW4tO31nbzvcv786i/aVu/0aQ704eg89zX2QPPWpsrtJomU8d6GsO2xDZbwBAKa7ABuvPF0Qm7wGTtm8ZznvPE2U3LyuB408UlANPAk1PLwbv2m85ONrvNw00juljNG8FJ9XPTdrDj1Fh/k78LYHPIe7Fj3rnAq6TQtcvPTGkjxTbHq8LgA7vJxoNDyQvQo8ysnnPGc3u7zjn8a6v2k/vEU6pLyEM0k7BZr1PIU1Srxvzbq8XDuGOUmJtLzLEQy9wAOHPLkug7zm86c8hdOoPBS7J70LQgm83+E5vAKFND1BNAc9vTBJvOr/BjtZgvI6oktMO5SDubvmuJg89nQXPOYmML0B2hM8tlvhu09WdbwVspS8zZFKvDk+gLyoqag866wavSqdWjtv4Yk8KxqAPNZ6tbwTp8K6CJPiO4UbC70fzWI80ic8PfznhrsEAUQ8OCPPvG82hrz/b7m7wm6FOiH/mDxAr6M8rH6kPGnnMT1i3wq9lPG0PH9owTo0HHQ8keYOvGJAeDz1L7U69k6vPGrAxzra6eW8PGidvPgEDL3NB4o7l24CPGs4jjqAJCq8SzyluzIR/DsYXro7oIiLPCNmfTt+YBg9gFCwO4s2GjxR0ns78E1jvCgx0rs41VC86Xtdutq1Nj2f/Do82ooCPPmbobzEmnU6bRemPCEkODwGChQ63rwpPNyLATyXQAA8eBpfu2z1QbyCJ5U87oMCu5QcgTxN6ha8OgezvKqMQrxTRsm8BoJ3vJJ7W7wTNpk843t4vNjWTDyHjXo8l8/2vNk0Yrt3JYI7B3LHOFVCEztZTOI8r51dPMBYQrqR0Q47gz+rvJOmIjw5QXC8KDfVPBWLDj1E/hs8o7vmvOq6Hzy3Lk48L8BZujNNnbzkvXQ8foaHPEz/zbuFV7I8290JvGpptjzWQAM6FpKhPOnpbLx+4JS882a2PJ24SruLGAo8f8Qvu54lLD3o3s882ojDuuChUzx2GgA8v7xAPbS35Tx2c+47txhpPTUm/TzkpIC8PPHJPB8kSTyC4To6mRw4vIQjgzsc1ck8YKrcO6fc/TwaURQ86j+gvPBl+7ii35s7bliWPF/DEzp48xS8KkCwPLax17tJl0C85kSQPLAyrLxImFk76ro9vGIkRjyrVWE8yM5bu7ZHN7xQYY48bua/uz9SkTzjCbe75GtJuz5gczzv0do8b8wmverAsTsKUlu7QpcMvCQ/zjz036e880eMPDjCa7w1cyA8y8jkvAfp0rrqN6w8ZximPMrdGrzfTcc7n22BPK8ufjzHLSS8mMg0PBGIU7xzJ9K8YUB/vJm+1LtfSxG9htPiuYuhgzyEejA8Q0vTPCHsyDzbKZ+8nrXNu2/Ylrz7Z1w83V/mu8e7Lrw8azW8g79aPGzFAL1Ogwi8K8Anve4S5DuVspo7hF2BulDpIr0SAQe97zzzPIy4BD0d5JG8tYVqPClkyLwBSLg8tSW+uVGTurzkXai7850YPWE7vjzX6jC9ZjFOvSwdQ7xY3g+9Wd1YvGlWyrygsjM9VmKBPP+EAb0+cTK8COB/PPDDoLyzRtW8xZjUvIdZQjzSJsS7r57ou9hBFbz+urG895SvPO3wd7ukQ3I8u4PouwMApDzLs1W7i9CQvBJBRLwO4Bw8ePeLvJfzr7u46Da8PQmNO66aF7v6w0487VTYPDcDzbzF3Tk8X3iXPGT5uzxTorO89nqTPDSQGjztgf87/7eevBB6ZDz8grY7zw/yO3vasjwdSvm5CFFoOjKuN7uCsQk84A+du34pwzwlQBG8gLPYvFZd3TtKyhE8YsJQOgqBsLxWak48aY8eO9IV+DvI1rY7ptllOlycwLyrIn+8QS4NPcK0sbxTl8k8ThrYPK/C2TxBjH48cjedu4ZcW70HvS08u82BvL15gjsdEDs7G6divIXmJjuo7oc8eYXSuKOV7rzrw1y8kQM8vKTHlzxTVcO7AElKvUV6xLvGWEy7NOn5O5XoEj3ftjm7h7vOuyzZqjwTEv+83szluZgsET2H3lG8yd0mPHg8wzwYI4s75ZAnO5jDmbwKpYq86PkYvGoqLjw6Zq271TYLPaCnNzu8rve88frHPJPqPzq1wAI9+zffPLX7krzShkA755ieuw3CTrtPZu87KNsMu5nYOTwWwWu7yRSrO5RHjrws8hC8FY7QOvySgLwU8l265xfCO+LgFDzV/1m7ZSLYO2UXLLwazUI4maU5vNQHO7xtK1+80IEnO4gqUTvzJz28zFaVuSHidjzkH7O8sUspvJHS87wmVp+8yDbKvFhJlbwnDOo75S8XO+pEu7vw9lw802KQPFYWljuxYQO85otfPEMcILwgjV87SrUxvKcNDr0HSk67P024vAKh3jzCLL+8xtUhPHuOrLu229W8Jn0LuUY4b7zXfxI8quqTPA8cF7uyhG+8N44XuqxCRrxAcuk89wG7uYVCwjue+5887T2iPCks0zwK4Ai9RIfzOwKWETy1/to8Ys8OPB+f8zuwsa+794c4OymXeLwZEie8M/2NurMsg7tgYAK8+QidPO27iLygsLI7A0cGuzQaobzyeLQ7kQMGvZRrgTuixAa8wuRlvCF1nLzn6wk8hEzKO/GBKL1Mn7G7ei8mPFfM6rzB8zm8pHdrO/Q9VLwkEQw9NsAPPJ57nrwuTvO8Rl+3vEj92TzizuG8TY/KvGzs4DxNN6o7+katPPiALj00I8y7zZXeu+WwCDxT4Sq80lzevH7phTxTSSY71gStPLM9H7y/4gq8DffVukKKZTwZV9e8PbNBu+df7DxFBdQ7odJsOLnRgLxdMeO8/fsuudsBv7ypP087ykU+PMpXAjvfx3I8qnUXPFSzJzwsOQW93gEguoQzrrzvsp+8AjijPN29ibwwOYs7sYSQPK/+s7u1s788TIyLPLXgCzxMNZy8vzLROxuqiLx2SiQ9EJS7PLKbprocXRE91hjEPONxHTvP+T674eqUvEY+urwucz+8EVS6vCgZZDl3yoK61Pc2uolEG7uE5vo6OE41O1GxczzJXKw7pCknvdDuCzzJPOU8i+O7u3jpIz1ZLlM8ifyqu/1LAr02VtS7MqXxvDNa2bwZlZ089uTlOzVVCb2pbFM8SbWQu6u/HrywKhG8XRQMPRt6DTzcULg7c1uBPNRlNbx0M2k6o70dPO3pFbxVZNC8p9g+vWoDXjugPZk8bdrkO1NabrwyNq07Jf4uPIMNq7yLdpW72NlMPaoODbx4vxY7noWdO0piwTzinJK8pcgwPBpMnLxX2zM8GXinPG1Cobtm/vi8XyKWvFuccLw/Ie+8WQ68vMkgMjtfdQO9boJ3OmgIrbzXEg+8OFoYO+QgNjs9oIU8zLUTPH9S2TpHMMQ7r3oIPDwaVLy4eXk7qlAEvRYz1rvekRk9k/LBvIJhoTx581a8KYDZPM0PQb3kZZ48oIK7vLPpkbzu4Di9hSbpPN5Yf7u4C3i8DqGPvN6MAry5RUy8Z2covDDeRLyczU88Vtm2uzMgtbuAbJY8XVm7u2aGFT2Kork76i28vCICGzzZZFu7dXsXvC7sSDulVtO8usbvvLzcIbxjR7U89lw+vEivqTyi68Q8uoXqu9KVpLwYH0S6QcWwPO3U3jwYbHa8ztwjvG+SAjwenuU7VzVWvFNis7xln+q8KiEnvbeQH735R+K7ExaBu+56pztDnoU8enoFvPJwkDoW1CM8Hd7uPMHv1LwNGx09DCCivBhFHDv7pTk8/1SjOWomZrzuloA8XmsIvdjTE7xUgQo7wbtXvNFRJLy0NIa8dUbNvEB3Rz3gD0U8h+enPLmIsbyaaSa8aniavBfRXrzPs5S78Ms6vAkhHr2kDBU8nhFbO3564rmkkQE9ITqQPI40ZDtpk4m8A4fJPBUopTwzeSi7/6gMu3EKtLv4T5W8PQiVO/30w7rp1JQ7JIQqu5Ra+jvX9Bw8YC+BvLZEMLxvJBO5uEeMPGhvVzofz5I6gJLiu2bMLLxSMri843s4vP7gz7zYJyS7asSlPF13jbxPCLW8sL0ivWx9cjuALnm859rnvAQ44Lz1/yi7uB9XPL0EgjvxkhQ8f9+0OhWSzjtN3Ym8RoeKPIHsgjye3UU8TriwvHwigbz2GBk8fcA8ui7X37mEqiK8O8HgO7oRfbwL6DM8cs3ru3+4VzwNQx29WRGQPFRNbDxLxCE9VDq5u/EN/DzJ7wO9IHn2vIYaZjyPfCA8aupQO2oauzzIg4o8EFDtOsRDzruzYqq70HyTvEbrQrtLTAS9fwzDOwImNb2z7NK84RfWPLfMejwGKyI7qZHqOzWhqbxyUhS8XA0JvQwQCzwS0Ug7lgONPL7YpjxvQa28jy8aO7QhADxN9iq7GfC3vNXG0LwfTPu8CJkRPYcqm7w2HAK85KaIvF4FTjy9iZG8TnUIvcdCyLxYAY078qWxPPicozz4nMq870CKu9y4/juu76O89IeCvJ62B706iNa8aJ2svJWonDvvT8s8Jj+YvMwCLT3DMLc7CTNBvOx3hbxcyJu8/+eHu+pMO7vzsxa8WugVPG/eH7rJdnI7WaIGvapPK7zwKRY8dQjDvGCJpjxcg6S8galuOx6nMTzySra8s0jNPM2BZDwIOBS8L3ETPF7oirxQCfu7N/SSPMYJtzyVUgs9XnvdvPuvtLvjg4q9+XfsPPU/ILxqLCW8juBAOqEqH7wTZeQ8P3y0vAXLDrvYcje9qRACvVOzIzx3iEe8H+P/vBUzVDm/LHK6QKzLuxM98LvyIpC8KnuWvNd9C7zCeZk8qdH/usU+iroOLOA7M6ycvJAgTLxyUuA8CXaTvJegFDwkAsA8LQOHPONn8Tywqmw8JNEGvBNApTwDBYM4wm8qPPgL6jxAqqu87XjLvGJksrtPrwC93wXXO211Yrx/mWM8jlZQPLN3/bvwB9C86oPsPDtTBr3W8fO856CVvC/uLj1J69u8yIMBvSIw0ToFOTm8A+XmPBpMHLzl4wE7DgSKvHxs5Tui8KA6p6YDPIQGK72kkPw88VmavK3p6Lsxh1W8yyr9vIydVDz8/YK8VLVpPOvLhzxwVBi9+iJbu68yurk6J8C8ImecPEir4zwc1DW8Ytbhu+ugXbkJDFI4HeFUu3Ncczxk7CM7TU0au+6CHbyAqcu8Hwzlu3KJADuf/Ao9iYsKPfoCP7zcuZY7+2lsOZEeK7xE6aw8ILm3O4xlsjyov9s8XBIHPEzNAbpCCKu8sBW2vLbLpTyATQM80f0HvcM/3TubKRC7rk6LOhXdUrxp2Kc6aZpTO6XYgDwAKbi8FGnePHjlqrlsBUg7NsAtPMbpBTxev/+6h6aFOrQjuruPlM67ihUZvHE6Fj1VzzI9akTAvFVzo7xwf4E8Q9YGuobcr7xVHGk8a2uZPIETyrvGV/i7PlyWPDl0dbzI9vc7VoaivEl7+7u1PDi6XeteveQRTjslOqI82euZPOds07tPblK86JRPvEiQLr1p7sK8CICHOjL6ITvB2Re6PHHpOtS8Fjo0Y7k6VdFtukI6XjwhdAo80fNEvTDJejvlzpi8ef71uxqwkruFOMQ70Eh3OwNygjvQXw68CwvDu9NKw7x6CPc7k7gbvOAV8rvA80Q7OyGUPMsqWjyb0tO8sSsiO7mhjryjpTi7G41TPCyylLsIl9W8d4aePLC45jyXm6681UBuvLjV07xFA9q7ILGyOhrExbud7uu7WIEUO1EF7rtK2Dk9MvT/vLt7Ebuvu7U8Qm7SO6WL8Twp/2Y6/n8yvKcTrDykCs+73K0dO4Fa0ry3OJE8bWrLOqNE8jsO3Ek8R6UxPI1RAbt1jki8iKNqvGVZCDyCjjE8xYwvu0Tgj7z0q7c7pQ7kPNGZHryYd8O8aRBSPFV+BT003da7OZiCOCrrFDvgLjY9oDWTvDfmKT0+yKc7qlGwOpty0jqCJgS8Yv7ZvKCN1DzDr/e6i2P4PK7mozsj+9y83Mg1OvPDsrwpX6u8TQyVPOl94bwAwk47i80TvIlmWjxQKRK9zb2jO28R7buz7W88jGpGvTjYtTzW3MI8y1zUvDzL3rtMH507fSQ5PLoUlzpa+Lo8sWqCvJLNUrxVgxG77eSTvJ7xtDxs8pQ8LuOTvFePhjsvrbI8B47HuY8rwrw4M8K8jEgNvS5XizxEKwU9m2iaPLeSkbrfOVG8mjUWPMbuGbxO3wS8SIyBvPK7L7wcZpi8Ca04PBZLfTwHFvc6Yi57vCl2m7zksx29ggJEvKfxjDyVXg8521kivI53nbyK+bq8e4uePKZ2UzymH4w8YHh4O8f+vjmcCOU8w9Zwunq1IrytVb073cOtOnCWVrttq5e8FkBXOhszSDyRCg28Jh0yPL74hLs9W+A8yXjDPDrU5js17lA9w/i9Otx2fzzBfeU7KoMTvR+YD7tAyVO8YoB9PBj56Dzuxy+83d/Fu8Q7P7y3OKm8Ns0wu+Rdl7xl+vK81ouNvEybLjxiWw29bGwDuwPyxzsbWnO8q5l5O3E2TLxcr2K7VE2UvPW0Xry9dc274oGwuQ0DIbyGLoe7qnaSvC2397tntVm8CPDLu+C0jzx5/pg8Gi0JvBM6g7wwQIQ7CxPXvMVTBrwbRl87XJdfOpzTKbwkqgc8YtDwPMjOnjvGmQa97Z0EPQBwDzyD6lA8g9NnPIDTpDzFHp28Lh+bOxu9oDxs79u8+Pr5PKqapTy6SXu7nmkdPHV5PDxEK587hdcMvcwMfLxRThe7Ti/gOvlVjjy1/0Y8Jc3/Oscc1jxQOuG81P7Zu+e9HjzgWp68daUPuyzyEDwd1366htFDPCec6jy01u68AWDXvKF9LLzVEwY9pxADvIiOiLs9ruG72RHOuzHJwTv/LfI7txYAveVYQTzGXd28TnsIvSjXOD2H7546dIFrO0AvErxg4zQ7Cum1u4ra7bq6TEq8sabOPBWNPjxoya48oempvDJAGju/Psk8OEDXPP3FhDykfB26cmG+PDcApLzuFaq8EMvYu1xWurzFDWc8QQ88PGZT5bu1O/s7mg+2O/RikzljqHa8OXlnvAWpKj3P6547huQAPLkCFT3qSBG8XjHGPPzpiLxiJgS9/402PFOmxDsQddC7wSUJvDplDbsFcMM79b8jvObRjbzrvdq7N6//u5c6ajxF1M+8uX4eu6sUNboO36O8sVmzPJWD5jyzlQa9F+poOxG3CbyYYM267xDwOd0AJTyXcww9gtsYPMbJNzsxsji8WdpUPNV8R7y2ykI8SkjNO33RnTpS26y8T501PFQXmTtbTbK8kVTVvOV0IrwQwK+7TLcBPUyzFz0s3hQ8jh0zvOMF0ztj2J28+Q3VPA==
+ index: 1
+ object: embedding
+ - embedding: 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
+ index: 2
+ object: embedding
+ - embedding: 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
+ index: 3
+ object: embedding
+ - embedding: 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
+ index: 4
+ object: embedding
+ model: qwen3-embedding:4b
+ object: list
+ usage:
+ prompt_tokens: 858
+ total_tokens: 858
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '2138'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are the research orchestrator for a focused, iterative workflow.
+
+ Responsibilities:
+ 1. Understand and decompose the main question
+ 2. Propose a minimal, high-leverage plan
+ 3. Coordinate specialized agents to gather evidence
+ 4. Iterate based on gaps and new findings
+
+ Plan requirements:
+ - Produce at most 3 sub_questions that together cover the main question.
+ - sub_questions must be a list of plain strings, where each string is a complete
+ question. Do NOT use objects with nested fields like {question, details}.
+ - Each sub_question must be a standalone, self-contained query that can run
+ without extra context. Include concrete entities, scope, timeframe, and any
+ qualifiers. Avoid ambiguous pronouns (it/they/this/that).
+ - Prioritize the highest-value aspects first; avoid redundancy and overlap.
+ - Prefer questions that are likely answerable from the current knowledge base;
+ if coverage is uncertain, make scopes narrower and specific.
+ - Order sub_questions by execution priority (most valuable first).
+
+ Use the gather_context tool once on the main question before planning.
+
+ Use the gather_context tool once on the main question before planning.
+ role: system
+ - content: |-
+ Plan a focused approach for the main question.
+
+ Main question: Who is the upstart candidate in Jakarta's election known for social activism?
+ role: user
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: ''
+ name: gather_context
+ parameters:
+ additionalProperties: false
+ properties:
+ limit:
+ anyOf:
+ - type: integer
+ - type: 'null'
+ default: null
+ query:
+ type: string
+ required:
+ - query
+ type: object
+ type: function
+ - function:
+ description: A structured research plan with sub-questions to explore.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ sub_questions:
+ description: Specific questions to research, phrased as complete questions
+ items:
+ type: string
+ type: array
+ required:
+ - sub_questions
+ type: object
+ strict: true
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '594'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: tool_calls
+ index: 0
+ message:
+ content: ''
+ reasoning: We need to call gather_context on main question.
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":null,"query":"Main question: Who is the upstart candidate in Jakarta''s election known
+ for social activism?"}'
+ name: gather_context
+ id: call_9t3agz9x
+ index: 0
+ type: function
+ created: 1768214052
+ id: chatcmpl-951
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 56
+ prompt_tokens: 427
+ total_tokens: 483
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '162'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ encoding_format: base64
+ input:
+ - 'Main question: Who is the upstart candidate in Jakarta''s election known for social activism?'
+ model: qwen3-embedding:4b
+ uri: http://localhost:11434/v1/embeddings
+ response:
+ headers:
+ content-type:
+ - application/json
+ transfer-encoding:
+ - chunked
+ parsed_body:
+ data:
+ - embedding: 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
+ index: 0
+ object: embedding
+ model: qwen3-embedding:4b
+ object: list
+ usage:
+ prompt_tokens: 19
+ total_tokens: 19
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '7347'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are the research orchestrator for a focused, iterative workflow.
+
+ Responsibilities:
+ 1. Understand and decompose the main question
+ 2. Propose a minimal, high-leverage plan
+ 3. Coordinate specialized agents to gather evidence
+ 4. Iterate based on gaps and new findings
+
+ Plan requirements:
+ - Produce at most 3 sub_questions that together cover the main question.
+ - sub_questions must be a list of plain strings, where each string is a complete
+ question. Do NOT use objects with nested fields like {question, details}.
+ - Each sub_question must be a standalone, self-contained query that can run
+ without extra context. Include concrete entities, scope, timeframe, and any
+ qualifiers. Avoid ambiguous pronouns (it/they/this/that).
+ - Prioritize the highest-value aspects first; avoid redundancy and overlap.
+ - Prefer questions that are likely answerable from the current knowledge base;
+ if coverage is uncertain, make scopes narrower and specific.
+ - Order sub_questions by execution priority (most valuable first).
+
+ Use the gather_context tool once on the main question before planning.
+
+ Use the gather_context tool once on the main question before planning.
+ role: system
+ - content: |-
+ Plan a focused approach for the main question.
+
+ Main question: Who is the upstart candidate in Jakarta's election known for social activism?
+ role: user
+ - content: |-
+
+ We need to call gather_context on main question.
+
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":null,"query":"Main question: Who is the upstart candidate in Jakarta''s election known for
+ social activism?"}'
+ name: gather_context
+ id: call_9t3agz9x
+ type: function
+ - content: |-
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+
+ Initial Launch of Candidates' Campaign Plans on September 1
+
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+
+ Rallies and Persuasion
+
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+
+ Debates: Clashes Between Visions and Policies
+
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+
+ Voter Engagement: Making Every Vote Count
+
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+
+ Campaign Financing: Transparency and Accountability
+
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+
+ Before Election Day: Submit Final Appeals Now
+
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+
+ Polling Day: The Final Act of Campaign Activities
+
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+
+ Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in shaping our collective futures.
+ role: tool
+ tool_call_id: call_9t3agz9x
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: ''
+ name: gather_context
+ parameters:
+ additionalProperties: false
+ properties:
+ limit:
+ anyOf:
+ - type: integer
+ - type: 'null'
+ default: null
+ query:
+ type: string
+ required:
+ - query
+ type: object
+ type: function
+ - function:
+ description: A structured research plan with sub-questions to explore.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ sub_questions:
+ description: Specific questions to research, phrased as complete questions
+ items:
+ type: string
+ type: array
+ required:
+ - sub_questions
+ type: object
+ strict: true
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '790'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: stop
+ index: 0
+ message:
+ content: "1. Who is the upstart candidate named Amira Bintang running for Jakarta city mayor who is known for her
+ social‑activism background? \n2. What specific social‑activism initiatives and civic projects has Amira Bintang
+ led or participated in prior to the Jakarta mayoral election? \n3. In the 2024 Jakarta mayoral race, what are
+ the key platform points and voter outreach strategies that differentiate Amira Bintang from incumbent Rizal Harahap?"
+ reasoning: We need produce 3 sub_questions.
+ role: assistant
+ created: 1768214055
+ id: chatcmpl-244
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 118
+ prompt_tokens: 1341
+ total_tokens: 1459
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '8600'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are the research orchestrator for a focused, iterative workflow.
+
+ Responsibilities:
+ 1. Understand and decompose the main question
+ 2. Propose a minimal, high-leverage plan
+ 3. Coordinate specialized agents to gather evidence
+ 4. Iterate based on gaps and new findings
+
+ Plan requirements:
+ - Produce at most 3 sub_questions that together cover the main question.
+ - sub_questions must be a list of plain strings, where each string is a complete
+ question. Do NOT use objects with nested fields like {question, details}.
+ - Each sub_question must be a standalone, self-contained query that can run
+ without extra context. Include concrete entities, scope, timeframe, and any
+ qualifiers. Avoid ambiguous pronouns (it/they/this/that).
+ - Prioritize the highest-value aspects first; avoid redundancy and overlap.
+ - Prefer questions that are likely answerable from the current knowledge base;
+ if coverage is uncertain, make scopes narrower and specific.
+ - Order sub_questions by execution priority (most valuable first).
+
+ Use the gather_context tool once on the main question before planning.
+
+ Use the gather_context tool once on the main question before planning.
+ role: system
+ - content: |-
+ Plan a focused approach for the main question.
+
+ Main question: Who is the upstart candidate in Jakarta's election known for social activism?
+ role: user
+ - content: |-
+
+ We need to call gather_context on main question.
+
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":null,"query":"Main question: Who is the upstart candidate in Jakarta''s election known for
+ social activism?"}'
+ name: gather_context
+ id: call_9t3agz9x
+ type: function
+ - content: |-
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+
+ Initial Launch of Candidates' Campaign Plans on September 1
+
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+
+ Rallies and Persuasion
+
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+
+ Debates: Clashes Between Visions and Policies
+
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+
+ Voter Engagement: Making Every Vote Count
+
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+
+ Campaign Financing: Transparency and Accountability
+
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+
+ Before Election Day: Submit Final Appeals Now
+
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+
+ Polling Day: The Final Act of Campaign Activities
+
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+
+ Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in shaping our collective futures.
+ role: tool
+ tool_call_id: call_9t3agz9x
+ - content: "\nWe need produce 3 sub_questions.\n\n\n1. Who is the upstart candidate named Amira Bintang
+ running for Jakarta city mayor who is known for her social‑activism background? \n2. What specific social‑activism
+ initiatives and civic projects has Amira Bintang led or participated in prior to the Jakarta mayoral election? \n3.
+ In the 2024 Jakarta mayoral race, what are the key platform points and voter outreach strategies that differentiate
+ Amira Bintang from incumbent Rizal Harahap?"
+ role: assistant
+ - content: |-
+ 1 validation error:
+ ```json
+ [
+ {
+ "type": "json_invalid",
+ "loc": [],
+ "msg": "Invalid JSON: invalid number at line 1 column 3",
+ "input": "1. Who is the upstart candidate named Amira Bintang running for Jakarta city mayor who is known for her social‑activism background? \n2. What specific social‑activism initiatives and civic projects has Amira Bintang led or participated in prior to the Jakarta mayoral election? \n3. In the 2024 Jakarta mayoral race, what are the key platform points and voter outreach strategies that differentiate Amira Bintang from incumbent Rizal Harahap?"
+ }
+ ]
+ ```
+
+ Fix the errors and try again.
+ role: user
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: ''
+ name: gather_context
+ parameters:
+ additionalProperties: false
+ properties:
+ limit:
+ anyOf:
+ - type: integer
+ - type: 'null'
+ default: null
+ query:
+ type: string
+ required:
+ - query
+ type: object
+ type: function
+ - function:
+ description: A structured research plan with sub-questions to explore.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ sub_questions:
+ description: Specific questions to research, phrased as complete questions
+ items:
+ type: string
+ type: array
+ required:
+ - sub_questions
+ type: object
+ strict: true
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '837'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: stop
+ index: 0
+ message:
+ content: '{"sub_questions":["Who is the upstart candidate named Amira Bintang running for Jakarta city mayor who
+ is known for her social‑activism background?","What specific social‑activism initiatives and civic projects has
+ Amira Bintang led or participated in prior to the Jakarta mayoral election?","In the 2024 Jakarta mayoral race,
+ what are the key platform points and voter outreach strategies that differentiate Amira Bintang from incumbent
+ Rizal Harahap?"]}'
+ reasoning: Need output as JSON with key sub_questions array of strings.
+ role: assistant
+ created: 1768214058
+ id: chatcmpl-766
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 134
+ prompt_tokens: 1627
+ total_tokens: 1761
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '2884'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are a search and question-answering specialist.
+
+ Process:
+ 1. Call search_and_answer with relevant keywords from the question.
+ 2. Review the results and their relevance scores.
+ 3. If needed, perform follow-up searches with different keywords (max 3 total).
+ 4. Provide a concise answer based strictly on the retrieved content.
+
+ The search tool returns results like:
+ [9bde5847-44c9-400a-8997-0e6b65babf92] (score: 0.85)
+ Source: "Document Title" > Section > Subsection
+ Type: paragraph
+ Content:
+ The actual text content here...
+
+ [d5a63c82-cb40-439f-9b2e-de7d177829b7] (score: 0.72)
+ Source: "Another Document"
+ Type: table
+ Content:
+ | Column 1 | Column 2 |
+ ...
+
+ Each result includes:
+ - chunk_id in brackets and relevance score
+ - Source: document title and section hierarchy (when available)
+ - Type: content type like paragraph, table, code, list_item (when available)
+ - Content: the actual text
+
+ Output format:
+ - query: Echo the question you are answering
+ - answer: Your concise answer based on the retrieved content
+ - cited_chunks: List of plain strings containing only the chunk UUIDs (not objects)
+ - confidence: A score from 0.0 to 1.0 indicating answer confidence
+
+ IMPORTANT: Use the EXACT, COMPLETE chunk ID (full UUID). Do NOT truncate IDs.
+
+ Guidelines:
+ - Base answers strictly on retrieved content - do not use external knowledge.
+ - Use the Source and Type metadata to understand context.
+ - If multiple results are relevant, synthesize them coherently.
+ - If information is insufficient, say so clearly.
+ - Be concise and direct; avoid meta commentary about the process.
+ - Higher scores indicate more relevant results.
+ role: system
+ - content: Who is the upstart candidate named Amira Bintang running for Jakarta city mayor who is known for her social‑activism
+ background?
+ role: user
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: Search the knowledge base for relevant documents.
+ name: search_and_answer
+ parameters:
+ additionalProperties: false
+ properties:
+ limit:
+ anyOf:
+ - type: integer
+ - type: 'null'
+ default: null
+ query:
+ type: string
+ required:
+ - query
+ type: object
+ type: function
+ - function:
+ description: Answer to a search query with chunk references.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ answer:
+ description: The answer to the question
+ type: string
+ cited_chunks:
+ description: IDs of chunks used to form the answer
+ items:
+ type: string
+ type: array
+ confidence:
+ default: 1.0
+ description: Confidence score for this answer (0-1)
+ maximum: 1.0
+ minimum: 0.0
+ type: number
+ query:
+ description: The question that was answered
+ type: string
+ required:
+ - query
+ - answer
+ type: object
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '541'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: tool_calls
+ index: 0
+ message:
+ content: ''
+ reasoning: Need to search.
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"Amira Bintang upstart candidate social activism background Jakarta mayor"}'
+ name: search_and_answer
+ id: call_96mnl6zf
+ index: 0
+ type: function
+ created: 1768214060
+ id: chatcmpl-227
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 44
+ prompt_tokens: 630
+ total_tokens: 674
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '142'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ encoding_format: base64
+ input:
+ - Amira Bintang upstart candidate social activism background Jakarta mayor
+ model: qwen3-embedding:4b
+ uri: http://localhost:11434/v1/embeddings
+ response:
+ headers:
+ content-type:
+ - application/json
+ transfer-encoding:
+ - chunked
+ parsed_body:
+ data:
+ - embedding: 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
+ index: 0
+ object: embedding
+ model: qwen3-embedding:4b
+ object: list
+ usage:
+ prompt_tokens: 14
+ total_tokens: 14
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '8116'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are a search and question-answering specialist.
+
+ Process:
+ 1. Call search_and_answer with relevant keywords from the question.
+ 2. Review the results and their relevance scores.
+ 3. If needed, perform follow-up searches with different keywords (max 3 total).
+ 4. Provide a concise answer based strictly on the retrieved content.
+
+ The search tool returns results like:
+ [9bde5847-44c9-400a-8997-0e6b65babf92] (score: 0.85)
+ Source: "Document Title" > Section > Subsection
+ Type: paragraph
+ Content:
+ The actual text content here...
+
+ [d5a63c82-cb40-439f-9b2e-de7d177829b7] (score: 0.72)
+ Source: "Another Document"
+ Type: table
+ Content:
+ | Column 1 | Column 2 |
+ ...
+
+ Each result includes:
+ - chunk_id in brackets and relevance score
+ - Source: document title and section hierarchy (when available)
+ - Type: content type like paragraph, table, code, list_item (when available)
+ - Content: the actual text
+
+ Output format:
+ - query: Echo the question you are answering
+ - answer: Your concise answer based on the retrieved content
+ - cited_chunks: List of plain strings containing only the chunk UUIDs (not objects)
+ - confidence: A score from 0.0 to 1.0 indicating answer confidence
+
+ IMPORTANT: Use the EXACT, COMPLETE chunk ID (full UUID). Do NOT truncate IDs.
+
+ Guidelines:
+ - Base answers strictly on retrieved content - do not use external knowledge.
+ - Use the Source and Type metadata to understand context.
+ - If multiple results are relevant, synthesize them coherently.
+ - If information is insufficient, say so clearly.
+ - Be concise and direct; avoid meta commentary about the process.
+ - Higher scores indicate more relevant results.
+ role: system
+ - content: Who is the upstart candidate named Amira Bintang running for Jakarta city mayor who is known for her social‑activism
+ background?
+ role: user
+ - content: |-
+
+ Need to search.
+
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"Amira Bintang upstart candidate social activism background Jakarta mayor"}'
+ name: search_and_answer
+ id: call_96mnl6zf
+ type: function
+ - content: |-
+ [2dc4d923-b8e4-4914-ac68-1db2df69aaf9] (score: 0.03)
+ Type: text
+ Content:
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+
+ Initial Launch of Candidates' Campaign Plans on September 1
+
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+
+ Rallies and Persuasion
+
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+
+ Debates: Clashes Between Visions and Policies
+
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+
+ Voter Engagement: Making Every Vote Count
+
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+
+ Campaign Financing: Transparency and Accountability
+
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+
+ Before Election Day: Submit Final Appeals Now
+
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+
+ Polling Day: The Final Act of Campaign Activities
+
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+
+ Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in shaping our collective futures.
+ role: tool
+ tool_call_id: call_96mnl6zf
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: Search the knowledge base for relevant documents.
+ name: search_and_answer
+ parameters:
+ additionalProperties: false
+ properties:
+ limit:
+ anyOf:
+ - type: integer
+ - type: 'null'
+ default: null
+ query:
+ type: string
+ required:
+ - query
+ type: object
+ type: function
+ - function:
+ description: Answer to a search query with chunk references.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ answer:
+ description: The answer to the question
+ type: string
+ cited_chunks:
+ description: IDs of chunks used to form the answer
+ items:
+ type: string
+ type: array
+ confidence:
+ default: 1.0
+ description: Confidence score for this answer (0-1)
+ maximum: 1.0
+ minimum: 0.0
+ type: number
+ query:
+ description: The question that was answered
+ type: string
+ required:
+ - query
+ - answer
+ type: object
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '571'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: stop
+ index: 0
+ message:
+ content: "- **Answer**: Amira Bintang is the upstart candidate running for Jakarta city mayor. She is known for
+ her extensive background in social activism. \n- **Cited chunks**: [\"2dc4d923-b8e4-4914-ac68-1db2df69aaf9\"]
+ \ \n- **Confidence**: 0.98"
+ reasoning: We have chunk. Provide answer.
+ role: assistant
+ created: 1768214063
+ id: chatcmpl-465
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 92
+ prompt_tokens: 1571
+ total_tokens: 1663
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '8571'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are a search and question-answering specialist.
+
+ Process:
+ 1. Call search_and_answer with relevant keywords from the question.
+ 2. Review the results and their relevance scores.
+ 3. If needed, perform follow-up searches with different keywords (max 3 total).
+ 4. Provide a concise answer based strictly on the retrieved content.
+
+ The search tool returns results like:
+ [9bde5847-44c9-400a-8997-0e6b65babf92] (score: 0.85)
+ Source: "Document Title" > Section > Subsection
+ Type: paragraph
+ Content:
+ The actual text content here...
+
+ [d5a63c82-cb40-439f-9b2e-de7d177829b7] (score: 0.72)
+ Source: "Another Document"
+ Type: table
+ Content:
+ | Column 1 | Column 2 |
+ ...
+
+ Each result includes:
+ - chunk_id in brackets and relevance score
+ - Source: document title and section hierarchy (when available)
+ - Type: content type like paragraph, table, code, list_item (when available)
+ - Content: the actual text
+
+ Output format:
+ - query: Echo the question you are answering
+ - answer: Your concise answer based on the retrieved content
+ - cited_chunks: List of plain strings containing only the chunk UUIDs (not objects)
+ - confidence: A score from 0.0 to 1.0 indicating answer confidence
+
+ IMPORTANT: Use the EXACT, COMPLETE chunk ID (full UUID). Do NOT truncate IDs.
+
+ Guidelines:
+ - Base answers strictly on retrieved content - do not use external knowledge.
+ - Use the Source and Type metadata to understand context.
+ - If multiple results are relevant, synthesize them coherently.
+ - If information is insufficient, say so clearly.
+ - Be concise and direct; avoid meta commentary about the process.
+ - Higher scores indicate more relevant results.
+ role: system
+ - content: Who is the upstart candidate named Amira Bintang running for Jakarta city mayor who is known for her social‑activism
+ background?
+ role: user
+ - content: |-
+
+ Need to search.
+
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"Amira Bintang upstart candidate social activism background Jakarta mayor"}'
+ name: search_and_answer
+ id: call_96mnl6zf
+ type: function
+ - content: |-
+ [2dc4d923-b8e4-4914-ac68-1db2df69aaf9] (score: 0.03)
+ Type: text
+ Content:
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+
+ Initial Launch of Candidates' Campaign Plans on September 1
+
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+
+ Rallies and Persuasion
+
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+
+ Debates: Clashes Between Visions and Policies
+
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+
+ Voter Engagement: Making Every Vote Count
+
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+
+ Campaign Financing: Transparency and Accountability
+
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+
+ Before Election Day: Submit Final Appeals Now
+
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+
+ Polling Day: The Final Act of Campaign Activities
+
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+
+ Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in shaping our collective futures.
+ role: tool
+ tool_call_id: call_96mnl6zf
+ - content: "\nWe have chunk. Provide answer.\n\n\n- **Answer**: Amira Bintang is the upstart candidate
+ running for Jakarta city mayor. She is known for her extensive background in social activism. \n- **Cited chunks**:
+ [\"2dc4d923-b8e4-4914-ac68-1db2df69aaf9\"] \n- **Confidence**: 0.98"
+ role: assistant
+ - content: |-
+ Validation feedback:
+ Please include your response in a tool call.
+
+ Fix the errors and try again.
+ role: user
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: Search the knowledge base for relevant documents.
+ name: search_and_answer
+ parameters:
+ additionalProperties: false
+ properties:
+ limit:
+ anyOf:
+ - type: integer
+ - type: 'null'
+ default: null
+ query:
+ type: string
+ required:
+ - query
+ type: object
+ type: function
+ - function:
+ description: Answer to a search query with chunk references.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ answer:
+ description: The answer to the question
+ type: string
+ cited_chunks:
+ description: IDs of chunks used to form the answer
+ items:
+ type: string
+ type: array
+ confidence:
+ default: 1.0
+ description: Confidence score for this answer (0-1)
+ maximum: 1.0
+ minimum: 0.0
+ type: number
+ query:
+ description: The question that was answered
+ type: string
+ required:
+ - query
+ - answer
+ type: object
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '836'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: tool_calls
+ index: 0
+ message:
+ content: ''
+ reasoning: Need to use final_result function.
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"answer":"Amira Bintang is the upstart candidate running for Jakarta city mayor. She is known for
+ her extensive background in social activism.","cited_chunks":["2dc4d923-b8e4-4914-ac68-1db2df69aaf9"],"confidence":0.98,"query":"Who
+ is the upstart candidate named Amira Bintang running for Jakarta city mayor who is known for her social‑activism
+ background?"}'
+ name: final_result
+ id: call_t32c5idx
+ index: 0
+ type: function
+ created: 1768214066
+ id: chatcmpl-629
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 122
+ prompt_tokens: 1688
+ total_tokens: 1810
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '2896'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are a search and question-answering specialist.
+
+ Process:
+ 1. Call search_and_answer with relevant keywords from the question.
+ 2. Review the results and their relevance scores.
+ 3. If needed, perform follow-up searches with different keywords (max 3 total).
+ 4. Provide a concise answer based strictly on the retrieved content.
+
+ The search tool returns results like:
+ [9bde5847-44c9-400a-8997-0e6b65babf92] (score: 0.85)
+ Source: "Document Title" > Section > Subsection
+ Type: paragraph
+ Content:
+ The actual text content here...
+
+ [d5a63c82-cb40-439f-9b2e-de7d177829b7] (score: 0.72)
+ Source: "Another Document"
+ Type: table
+ Content:
+ | Column 1 | Column 2 |
+ ...
+
+ Each result includes:
+ - chunk_id in brackets and relevance score
+ - Source: document title and section hierarchy (when available)
+ - Type: content type like paragraph, table, code, list_item (when available)
+ - Content: the actual text
+
+ Output format:
+ - query: Echo the question you are answering
+ - answer: Your concise answer based on the retrieved content
+ - cited_chunks: List of plain strings containing only the chunk UUIDs (not objects)
+ - confidence: A score from 0.0 to 1.0 indicating answer confidence
+
+ IMPORTANT: Use the EXACT, COMPLETE chunk ID (full UUID). Do NOT truncate IDs.
+
+ Guidelines:
+ - Base answers strictly on retrieved content - do not use external knowledge.
+ - Use the Source and Type metadata to understand context.
+ - If multiple results are relevant, synthesize them coherently.
+ - If information is insufficient, say so clearly.
+ - Be concise and direct; avoid meta commentary about the process.
+ - Higher scores indicate more relevant results.
+ role: system
+ - content: What specific social‑activism initiatives and civic projects has Amira Bintang led or participated in prior
+ to the Jakarta mayoral election?
+ role: user
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: Search the knowledge base for relevant documents.
+ name: search_and_answer
+ parameters:
+ additionalProperties: false
+ properties:
+ limit:
+ anyOf:
+ - type: integer
+ - type: 'null'
+ default: null
+ query:
+ type: string
+ required:
+ - query
+ type: object
+ type: function
+ - function:
+ description: Answer to a search query with chunk references.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ answer:
+ description: The answer to the question
+ type: string
+ cited_chunks:
+ description: IDs of chunks used to form the answer
+ items:
+ type: string
+ type: array
+ confidence:
+ default: 1.0
+ description: Confidence score for this answer (0-1)
+ maximum: 1.0
+ minimum: 0.0
+ type: number
+ query:
+ description: The question that was answered
+ type: string
+ required:
+ - query
+ - answer
+ type: object
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '556'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: tool_calls
+ index: 0
+ message:
+ content: ''
+ reasoning: Need search.
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"Amira Bintang social activism initiatives civic projects prior to Jakarta mayoral
+ election"}'
+ name: search_and_answer
+ id: call_8erfg049
+ index: 0
+ type: function
+ created: 1768214067
+ id: chatcmpl-118
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 46
+ prompt_tokens: 630
+ total_tokens: 676
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '160'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ encoding_format: base64
+ input:
+ - Amira Bintang social activism initiatives civic projects prior to Jakarta mayoral election
+ model: qwen3-embedding:4b
+ uri: http://localhost:11434/v1/embeddings
+ response:
+ headers:
+ content-type:
+ - application/json
+ transfer-encoding:
+ - chunked
+ parsed_body:
+ data:
+ - embedding: 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
+ index: 0
+ object: embedding
+ model: qwen3-embedding:4b
+ object: list
+ usage:
+ prompt_tokens: 17
+ total_tokens: 17
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '8143'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are a search and question-answering specialist.
+
+ Process:
+ 1. Call search_and_answer with relevant keywords from the question.
+ 2. Review the results and their relevance scores.
+ 3. If needed, perform follow-up searches with different keywords (max 3 total).
+ 4. Provide a concise answer based strictly on the retrieved content.
+
+ The search tool returns results like:
+ [9bde5847-44c9-400a-8997-0e6b65babf92] (score: 0.85)
+ Source: "Document Title" > Section > Subsection
+ Type: paragraph
+ Content:
+ The actual text content here...
+
+ [d5a63c82-cb40-439f-9b2e-de7d177829b7] (score: 0.72)
+ Source: "Another Document"
+ Type: table
+ Content:
+ | Column 1 | Column 2 |
+ ...
+
+ Each result includes:
+ - chunk_id in brackets and relevance score
+ - Source: document title and section hierarchy (when available)
+ - Type: content type like paragraph, table, code, list_item (when available)
+ - Content: the actual text
+
+ Output format:
+ - query: Echo the question you are answering
+ - answer: Your concise answer based on the retrieved content
+ - cited_chunks: List of plain strings containing only the chunk UUIDs (not objects)
+ - confidence: A score from 0.0 to 1.0 indicating answer confidence
+
+ IMPORTANT: Use the EXACT, COMPLETE chunk ID (full UUID). Do NOT truncate IDs.
+
+ Guidelines:
+ - Base answers strictly on retrieved content - do not use external knowledge.
+ - Use the Source and Type metadata to understand context.
+ - If multiple results are relevant, synthesize them coherently.
+ - If information is insufficient, say so clearly.
+ - Be concise and direct; avoid meta commentary about the process.
+ - Higher scores indicate more relevant results.
+ role: system
+ - content: What specific social‑activism initiatives and civic projects has Amira Bintang led or participated in prior
+ to the Jakarta mayoral election?
+ role: user
+ - content: |-
+
+ Need search.
+
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"Amira Bintang social activism initiatives civic projects prior to Jakarta mayoral
+ election"}'
+ name: search_and_answer
+ id: call_8erfg049
+ type: function
+ - content: |-
+ [2dc4d923-b8e4-4914-ac68-1db2df69aaf9] (score: 0.03)
+ Type: text
+ Content:
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+
+ Initial Launch of Candidates' Campaign Plans on September 1
+
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+
+ Rallies and Persuasion
+
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+
+ Debates: Clashes Between Visions and Policies
+
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+
+ Voter Engagement: Making Every Vote Count
+
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+
+ Campaign Financing: Transparency and Accountability
+
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+
+ Before Election Day: Submit Final Appeals Now
+
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+
+ Polling Day: The Final Act of Campaign Activities
+
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+
+ Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in shaping our collective futures.
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+ content-type:
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+ parsed_body:
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+ index: 0
+ message:
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+ role: assistant
+ tool_calls:
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+ name: search_and_answer
+ id: call_3mq0no5y
+ index: 0
+ type: function
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
+ index: 0
+ object: embedding
+ model: qwen3-embedding:4b
+ object: list
+ usage:
+ prompt_tokens: 11
+ total_tokens: 11
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '13421'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are a search and question-answering specialist.
+
+ Process:
+ 1. Call search_and_answer with relevant keywords from the question.
+ 2. Review the results and their relevance scores.
+ 3. If needed, perform follow-up searches with different keywords (max 3 total).
+ 4. Provide a concise answer based strictly on the retrieved content.
+
+ The search tool returns results like:
+ [9bde5847-44c9-400a-8997-0e6b65babf92] (score: 0.85)
+ Source: "Document Title" > Section > Subsection
+ Type: paragraph
+ Content:
+ The actual text content here...
+
+ [d5a63c82-cb40-439f-9b2e-de7d177829b7] (score: 0.72)
+ Source: "Another Document"
+ Type: table
+ Content:
+ | Column 1 | Column 2 |
+ ...
+
+ Each result includes:
+ - chunk_id in brackets and relevance score
+ - Source: document title and section hierarchy (when available)
+ - Type: content type like paragraph, table, code, list_item (when available)
+ - Content: the actual text
+
+ Output format:
+ - query: Echo the question you are answering
+ - answer: Your concise answer based on the retrieved content
+ - cited_chunks: List of plain strings containing only the chunk UUIDs (not objects)
+ - confidence: A score from 0.0 to 1.0 indicating answer confidence
+
+ IMPORTANT: Use the EXACT, COMPLETE chunk ID (full UUID). Do NOT truncate IDs.
+
+ Guidelines:
+ - Base answers strictly on retrieved content - do not use external knowledge.
+ - Use the Source and Type metadata to understand context.
+ - If multiple results are relevant, synthesize them coherently.
+ - If information is insufficient, say so clearly.
+ - Be concise and direct; avoid meta commentary about the process.
+ - Higher scores indicate more relevant results.
+ role: system
+ - content: What specific social‑activism initiatives and civic projects has Amira Bintang led or participated in prior
+ to the Jakarta mayoral election?
+ role: user
+ - content: |-
+
+ Need search.
+
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"Amira Bintang social activism initiatives civic projects prior to Jakarta mayoral
+ election"}'
+ name: search_and_answer
+ id: call_8erfg049
+ type: function
+ - content: |-
+ [2dc4d923-b8e4-4914-ac68-1db2df69aaf9] (score: 0.03)
+ Type: text
+ Content:
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+
+ Initial Launch of Candidates' Campaign Plans on September 1
+
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+
+ Rallies and Persuasion
+
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+
+ Debates: Clashes Between Visions and Policies
+
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+
+ Voter Engagement: Making Every Vote Count
+
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+
+ Campaign Financing: Transparency and Accountability
+
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+
+ Before Election Day: Submit Final Appeals Now
+
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+
+ Polling Day: The Final Act of Campaign Activities
+
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+
+ Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in shaping our collective futures.
+ role: tool
+ tool_call_id: call_8erfg049
+ - content: |-
+
+ No relevant results. Need alternative keywords "Amira Bintang civic projects"
+
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"Amira Bintang civic project volunteer activism Jakarta"}'
+ name: search_and_answer
+ id: call_3mq0no5y
+ type: function
+ - content: |-
+ [2dc4d923-b8e4-4914-ac68-1db2df69aaf9] (score: 0.03)
+ Type: text
+ Content:
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+
+ Initial Launch of Candidates' Campaign Plans on September 1
+
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+
+ Rallies and Persuasion
+
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+
+ Debates: Clashes Between Visions and Policies
+
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+
+ Voter Engagement: Making Every Vote Count
+
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+
+ Campaign Financing: Transparency and Accountability
+
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+
+ Before Election Day: Submit Final Appeals Now
+
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+
+ Polling Day: The Final Act of Campaign Activities
+
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+
+ Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in shaping our collective futures.
+ role: tool
+ tool_call_id: call_3mq0no5y
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: Search the knowledge base for relevant documents.
+ name: search_and_answer
+ parameters:
+ additionalProperties: false
+ properties:
+ limit:
+ anyOf:
+ - type: integer
+ - type: 'null'
+ default: null
+ query:
+ type: string
+ required:
+ - query
+ type: object
+ type: function
+ - function:
+ description: Answer to a search query with chunk references.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ answer:
+ description: The answer to the question
+ type: string
+ cited_chunks:
+ description: IDs of chunks used to form the answer
+ items:
+ type: string
+ type: array
+ confidence:
+ default: 1.0
+ description: Confidence score for this answer (0-1)
+ maximum: 1.0
+ minimum: 0.0
+ type: number
+ query:
+ description: The question that was answered
+ type: string
+ required:
+ - query
+ - answer
+ type: object
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '526'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: stop
+ index: 0
+ message:
+ content: I couldn't locate reliable sources that detail specific social‑activism initiatives or civic projects led
+ or joined by Amira Bintang before the Jakarta mayoral election. No relevant references were found in the available
+ search results.
+ role: assistant
+ created: 1768214071
+ id: chatcmpl-761
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 47
+ prompt_tokens: 2522
+ total_tokens: 2569
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '13823'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are a search and question-answering specialist.
+
+ Process:
+ 1. Call search_and_answer with relevant keywords from the question.
+ 2. Review the results and their relevance scores.
+ 3. If needed, perform follow-up searches with different keywords (max 3 total).
+ 4. Provide a concise answer based strictly on the retrieved content.
+
+ The search tool returns results like:
+ [9bde5847-44c9-400a-8997-0e6b65babf92] (score: 0.85)
+ Source: "Document Title" > Section > Subsection
+ Type: paragraph
+ Content:
+ The actual text content here...
+
+ [d5a63c82-cb40-439f-9b2e-de7d177829b7] (score: 0.72)
+ Source: "Another Document"
+ Type: table
+ Content:
+ | Column 1 | Column 2 |
+ ...
+
+ Each result includes:
+ - chunk_id in brackets and relevance score
+ - Source: document title and section hierarchy (when available)
+ - Type: content type like paragraph, table, code, list_item (when available)
+ - Content: the actual text
+
+ Output format:
+ - query: Echo the question you are answering
+ - answer: Your concise answer based on the retrieved content
+ - cited_chunks: List of plain strings containing only the chunk UUIDs (not objects)
+ - confidence: A score from 0.0 to 1.0 indicating answer confidence
+
+ IMPORTANT: Use the EXACT, COMPLETE chunk ID (full UUID). Do NOT truncate IDs.
+
+ Guidelines:
+ - Base answers strictly on retrieved content - do not use external knowledge.
+ - Use the Source and Type metadata to understand context.
+ - If multiple results are relevant, synthesize them coherently.
+ - If information is insufficient, say so clearly.
+ - Be concise and direct; avoid meta commentary about the process.
+ - Higher scores indicate more relevant results.
+ role: system
+ - content: What specific social‑activism initiatives and civic projects has Amira Bintang led or participated in prior
+ to the Jakarta mayoral election?
+ role: user
+ - content: |-
+
+ Need search.
+
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"Amira Bintang social activism initiatives civic projects prior to Jakarta mayoral
+ election"}'
+ name: search_and_answer
+ id: call_8erfg049
+ type: function
+ - content: |-
+ [2dc4d923-b8e4-4914-ac68-1db2df69aaf9] (score: 0.03)
+ Type: text
+ Content:
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+
+ Initial Launch of Candidates' Campaign Plans on September 1
+
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+
+ Rallies and Persuasion
+
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+
+ Debates: Clashes Between Visions and Policies
+
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+
+ Voter Engagement: Making Every Vote Count
+
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+
+ Campaign Financing: Transparency and Accountability
+
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+
+ Before Election Day: Submit Final Appeals Now
+
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+
+ Polling Day: The Final Act of Campaign Activities
+
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+
+ Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in shaping our collective futures.
+ role: tool
+ tool_call_id: call_8erfg049
+ - content: |-
+
+ No relevant results. Need alternative keywords "Amira Bintang civic projects"
+
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"Amira Bintang civic project volunteer activism Jakarta"}'
+ name: search_and_answer
+ id: call_3mq0no5y
+ type: function
+ - content: |-
+ [2dc4d923-b8e4-4914-ac68-1db2df69aaf9] (score: 0.03)
+ Type: text
+ Content:
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+
+ Initial Launch of Candidates' Campaign Plans on September 1
+
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+
+ Rallies and Persuasion
+
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+
+ Debates: Clashes Between Visions and Policies
+
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+
+ Voter Engagement: Making Every Vote Count
+
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+
+ Campaign Financing: Transparency and Accountability
+
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+
+ Before Election Day: Submit Final Appeals Now
+
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+
+ Polling Day: The Final Act of Campaign Activities
+
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+
+ Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in shaping our collective futures.
+ role: tool
+ tool_call_id: call_3mq0no5y
+ - content: I couldn't locate reliable sources that detail specific social‑activism initiatives or civic projects led
+ or joined by Amira Bintang before the Jakarta mayoral election. No relevant references were found in the available
+ search results.
+ role: assistant
+ - content: |-
+ Validation feedback:
+ Please include your response in a tool call.
+
+ Fix the errors and try again.
+ role: user
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: Search the knowledge base for relevant documents.
+ name: search_and_answer
+ parameters:
+ additionalProperties: false
+ properties:
+ limit:
+ anyOf:
+ - type: integer
+ - type: 'null'
+ default: null
+ query:
+ type: string
+ required:
+ - query
+ type: object
+ type: function
+ - function:
+ description: Answer to a search query with chunk references.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ answer:
+ description: The answer to the question
+ type: string
+ cited_chunks:
+ description: IDs of chunks used to form the answer
+ items:
+ type: string
+ type: array
+ confidence:
+ default: 1.0
+ description: Confidence score for this answer (0-1)
+ maximum: 1.0
+ minimum: 0.0
+ type: number
+ query:
+ description: The question that was answered
+ type: string
+ required:
+ - query
+ - answer
+ type: object
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '909'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: tool_calls
+ index: 0
+ message:
+ content: ''
+ reasoning: Need to use final_result tool.
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"answer":"I couldn''t locate reliable sources that detail specific social‑activism initiatives
+ or civic projects led or joined by Amira Bintang before the Jakarta mayoral election. No relevant references
+ were found in the available search results.","cited_chunks":[],"confidence":0.2,"query":"What specific social‑activism
+ initiatives and civic projects has Amira Bintang led or participated in prior to the Jakarta mayoral election?"}'
+ name: final_result
+ id: call_m1wiiqmr
+ index: 0
+ type: function
+ created: 1768214074
+ id: chatcmpl-147
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 114
+ prompt_tokens: 2594
+ total_tokens: 2708
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '2915'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are a search and question-answering specialist.
+
+ Process:
+ 1. Call search_and_answer with relevant keywords from the question.
+ 2. Review the results and their relevance scores.
+ 3. If needed, perform follow-up searches with different keywords (max 3 total).
+ 4. Provide a concise answer based strictly on the retrieved content.
+
+ The search tool returns results like:
+ [9bde5847-44c9-400a-8997-0e6b65babf92] (score: 0.85)
+ Source: "Document Title" > Section > Subsection
+ Type: paragraph
+ Content:
+ The actual text content here...
+
+ [d5a63c82-cb40-439f-9b2e-de7d177829b7] (score: 0.72)
+ Source: "Another Document"
+ Type: table
+ Content:
+ | Column 1 | Column 2 |
+ ...
+
+ Each result includes:
+ - chunk_id in brackets and relevance score
+ - Source: document title and section hierarchy (when available)
+ - Type: content type like paragraph, table, code, list_item (when available)
+ - Content: the actual text
+
+ Output format:
+ - query: Echo the question you are answering
+ - answer: Your concise answer based on the retrieved content
+ - cited_chunks: List of plain strings containing only the chunk UUIDs (not objects)
+ - confidence: A score from 0.0 to 1.0 indicating answer confidence
+
+ IMPORTANT: Use the EXACT, COMPLETE chunk ID (full UUID). Do NOT truncate IDs.
+
+ Guidelines:
+ - Base answers strictly on retrieved content - do not use external knowledge.
+ - Use the Source and Type metadata to understand context.
+ - If multiple results are relevant, synthesize them coherently.
+ - If information is insufficient, say so clearly.
+ - Be concise and direct; avoid meta commentary about the process.
+ - Higher scores indicate more relevant results.
+ role: system
+ - content: In the 2024 Jakarta mayoral race, what are the key platform points and voter outreach strategies that differentiate
+ Amira Bintang from incumbent Rizal Harahap?
+ role: user
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: Search the knowledge base for relevant documents.
+ name: search_and_answer
+ parameters:
+ additionalProperties: false
+ properties:
+ limit:
+ anyOf:
+ - type: integer
+ - type: 'null'
+ default: null
+ query:
+ type: string
+ required:
+ - query
+ type: object
+ type: function
+ - function:
+ description: Answer to a search query with chunk references.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ answer:
+ description: The answer to the question
+ type: string
+ cited_chunks:
+ description: IDs of chunks used to form the answer
+ items:
+ type: string
+ type: array
+ confidence:
+ default: 1.0
+ description: Confidence score for this answer (0-1)
+ maximum: 1.0
+ minimum: 0.0
+ type: number
+ query:
+ description: The question that was answered
+ type: string
+ required:
+ - query
+ - answer
+ type: object
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '595'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: tool_calls
+ index: 0
+ message:
+ content: ''
+ reasoning: Need search.
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"2024 Jakarta mayoral race Amira Bintang platform points voter outreach strategies
+ Rizal Harahap differentiate key platform points"}'
+ name: search_and_answer
+ id: call_s8itl217
+ index: 0
+ type: function
+ created: 1768214075
+ id: chatcmpl-155
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 55
+ prompt_tokens: 638
+ total_tokens: 693
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '199'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ encoding_format: base64
+ input:
+ - 2024 Jakarta mayoral race Amira Bintang platform points voter outreach strategies Rizal Harahap differentiate key
+ platform points
+ model: qwen3-embedding:4b
+ uri: http://localhost:11434/v1/embeddings
+ response:
+ headers:
+ content-type:
+ - application/json
+ transfer-encoding:
+ - chunked
+ parsed_body:
+ data:
+ - embedding: 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
+ index: 0
+ object: embedding
+ model: qwen3-embedding:4b
+ object: list
+ usage:
+ prompt_tokens: 29
+ total_tokens: 29
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '8201'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are a search and question-answering specialist.
+
+ Process:
+ 1. Call search_and_answer with relevant keywords from the question.
+ 2. Review the results and their relevance scores.
+ 3. If needed, perform follow-up searches with different keywords (max 3 total).
+ 4. Provide a concise answer based strictly on the retrieved content.
+
+ The search tool returns results like:
+ [9bde5847-44c9-400a-8997-0e6b65babf92] (score: 0.85)
+ Source: "Document Title" > Section > Subsection
+ Type: paragraph
+ Content:
+ The actual text content here...
+
+ [d5a63c82-cb40-439f-9b2e-de7d177829b7] (score: 0.72)
+ Source: "Another Document"
+ Type: table
+ Content:
+ | Column 1 | Column 2 |
+ ...
+
+ Each result includes:
+ - chunk_id in brackets and relevance score
+ - Source: document title and section hierarchy (when available)
+ - Type: content type like paragraph, table, code, list_item (when available)
+ - Content: the actual text
+
+ Output format:
+ - query: Echo the question you are answering
+ - answer: Your concise answer based on the retrieved content
+ - cited_chunks: List of plain strings containing only the chunk UUIDs (not objects)
+ - confidence: A score from 0.0 to 1.0 indicating answer confidence
+
+ IMPORTANT: Use the EXACT, COMPLETE chunk ID (full UUID). Do NOT truncate IDs.
+
+ Guidelines:
+ - Base answers strictly on retrieved content - do not use external knowledge.
+ - Use the Source and Type metadata to understand context.
+ - If multiple results are relevant, synthesize them coherently.
+ - If information is insufficient, say so clearly.
+ - Be concise and direct; avoid meta commentary about the process.
+ - Higher scores indicate more relevant results.
+ role: system
+ - content: In the 2024 Jakarta mayoral race, what are the key platform points and voter outreach strategies that differentiate
+ Amira Bintang from incumbent Rizal Harahap?
+ role: user
+ - content: |-
+
+ Need search.
+
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"2024 Jakarta mayoral race Amira Bintang platform points voter outreach strategies
+ Rizal Harahap differentiate key platform points"}'
+ name: search_and_answer
+ id: call_s8itl217
+ type: function
+ - content: |-
+ [2dc4d923-b8e4-4914-ac68-1db2df69aaf9] (score: 0.03)
+ Type: text
+ Content:
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+
+ Initial Launch of Candidates' Campaign Plans on September 1
+
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+
+ Rallies and Persuasion
+
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+
+ Debates: Clashes Between Visions and Policies
+
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+
+ Voter Engagement: Making Every Vote Count
+
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+
+ Campaign Financing: Transparency and Accountability
+
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+
+ Before Election Day: Submit Final Appeals Now
+
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+
+ Polling Day: The Final Act of Campaign Activities
+
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+
+ Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in shaping our collective futures.
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+ tool_call_id: call_s8itl217
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
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+ description: Search the knowledge base for relevant documents.
+ name: search_and_answer
+ parameters:
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+ properties:
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+ - type: integer
+ - type: 'null'
+ default: null
+ query:
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+ type: object
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+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
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+ cited_chunks:
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+ confidence:
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+ description: Confidence score for this answer (0-1)
+ maximum: 1.0
+ minimum: 0.0
+ type: number
+ query:
+ description: The question that was answered
+ type: string
+ required:
+ - query
+ - answer
+ type: object
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '561'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: tool_calls
+ index: 0
+ message:
+ content: ''
+ reasoning: Need more specific.
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"Amira Bintang 2024 Jakarta mayor platform public transportation reform interactive
+ app"}'
+ name: search_and_answer
+ id: call_caw00dts
+ index: 0
+ type: function
+ created: 1768214078
+ id: chatcmpl-152
+ model: gpt-oss
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+ system_fingerprint: fp_ollama
+ usage:
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+ status:
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+ message: OK
+- request:
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+ host:
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+ method: POST
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+ input:
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+ model: qwen3-embedding:4b
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+ transfer-encoding:
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
+ index: 0
+ object: embedding
+ model: qwen3-embedding:4b
+ object: list
+ usage:
+ prompt_tokens: 19
+ total_tokens: 19
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '13451'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are a search and question-answering specialist.
+
+ Process:
+ 1. Call search_and_answer with relevant keywords from the question.
+ 2. Review the results and their relevance scores.
+ 3. If needed, perform follow-up searches with different keywords (max 3 total).
+ 4. Provide a concise answer based strictly on the retrieved content.
+
+ The search tool returns results like:
+ [9bde5847-44c9-400a-8997-0e6b65babf92] (score: 0.85)
+ Source: "Document Title" > Section > Subsection
+ Type: paragraph
+ Content:
+ The actual text content here...
+
+ [d5a63c82-cb40-439f-9b2e-de7d177829b7] (score: 0.72)
+ Source: "Another Document"
+ Type: table
+ Content:
+ | Column 1 | Column 2 |
+ ...
+
+ Each result includes:
+ - chunk_id in brackets and relevance score
+ - Source: document title and section hierarchy (when available)
+ - Type: content type like paragraph, table, code, list_item (when available)
+ - Content: the actual text
+
+ Output format:
+ - query: Echo the question you are answering
+ - answer: Your concise answer based on the retrieved content
+ - cited_chunks: List of plain strings containing only the chunk UUIDs (not objects)
+ - confidence: A score from 0.0 to 1.0 indicating answer confidence
+
+ IMPORTANT: Use the EXACT, COMPLETE chunk ID (full UUID). Do NOT truncate IDs.
+
+ Guidelines:
+ - Base answers strictly on retrieved content - do not use external knowledge.
+ - Use the Source and Type metadata to understand context.
+ - If multiple results are relevant, synthesize them coherently.
+ - If information is insufficient, say so clearly.
+ - Be concise and direct; avoid meta commentary about the process.
+ - Higher scores indicate more relevant results.
+ role: system
+ - content: In the 2024 Jakarta mayoral race, what are the key platform points and voter outreach strategies that differentiate
+ Amira Bintang from incumbent Rizal Harahap?
+ role: user
+ - content: |-
+
+ Need search.
+
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"2024 Jakarta mayoral race Amira Bintang platform points voter outreach strategies
+ Rizal Harahap differentiate key platform points"}'
+ name: search_and_answer
+ id: call_s8itl217
+ type: function
+ - content: |-
+ [2dc4d923-b8e4-4914-ac68-1db2df69aaf9] (score: 0.03)
+ Type: text
+ Content:
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+
+ Initial Launch of Candidates' Campaign Plans on September 1
+
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+
+ Rallies and Persuasion
+
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+
+ Debates: Clashes Between Visions and Policies
+
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+
+ Voter Engagement: Making Every Vote Count
+
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+
+ Campaign Financing: Transparency and Accountability
+
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+
+ Before Election Day: Submit Final Appeals Now
+
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+
+ Polling Day: The Final Act of Campaign Activities
+
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+
+ Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in shaping our collective futures.
+ role: tool
+ tool_call_id: call_s8itl217
+ - content: |-
+
+ Need more specific.
+
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"Amira Bintang 2024 Jakarta mayor platform public transportation reform interactive
+ app"}'
+ name: search_and_answer
+ id: call_caw00dts
+ type: function
+ - content: |-
+ [2dc4d923-b8e4-4914-ac68-1db2df69aaf9] (score: 0.03)
+ Type: text
+ Content:
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+
+ Initial Launch of Candidates' Campaign Plans on September 1
+
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+
+ Rallies and Persuasion
+
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+
+ Debates: Clashes Between Visions and Policies
+
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+
+ Voter Engagement: Making Every Vote Count
+
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+
+ Campaign Financing: Transparency and Accountability
+
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+
+ Before Election Day: Submit Final Appeals Now
+
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+
+ Polling Day: The Final Act of Campaign Activities
+
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+
+ Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in shaping our collective futures.
+ role: tool
+ tool_call_id: call_caw00dts
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: Search the knowledge base for relevant documents.
+ name: search_and_answer
+ parameters:
+ additionalProperties: false
+ properties:
+ limit:
+ anyOf:
+ - type: integer
+ - type: 'null'
+ default: null
+ query:
+ type: string
+ required:
+ - query
+ type: object
+ type: function
+ - function:
+ description: Answer to a search query with chunk references.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ answer:
+ description: The answer to the question
+ type: string
+ cited_chunks:
+ description: IDs of chunks used to form the answer
+ items:
+ type: string
+ type: array
+ confidence:
+ default: 1.0
+ description: Confidence score for this answer (0-1)
+ maximum: 1.0
+ minimum: 0.0
+ type: number
+ query:
+ description: The question that was answered
+ type: string
+ required:
+ - query
+ - answer
+ type: object
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '1893'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: stop
+ index: 0
+ message:
+ content: |-
+ **Answer**
+
+ Amira Bintang’s 2024 mayoral campaign focuses on:
+
+ | Platform | Key point |
+ |----------|-----------|
+ | **Urban development & public transport** | She pledges aggressive reforms, such as expanding bus rapid transit routes and upgrading traffic management. |
+ | **Smart‑city digitalization** | Aims for a “complete digital transformation” of city services, including an interactive citizen‑feedback app. |
+ | **Education & health** | Announces plans to improve public schools and clinics, especially in underserved districts. |
+
+ Her **outreach strategy** contrasts sharply with Rizal Harahap’s:
+
+ | Strategy | Amira Bintang | Incumbent Rizal Harahap |
+ |----------|----------------|------------------------|
+ | **Digital engagement** | Uses targeted social‑media ads, viral videos, and an app that collects real‑time commute data. | Relies mainly on traditional media and a series of expert webinars. |
+ | **Ground campaigning** | Organizes door‑to‑door visits in key neighbourhoods, supported by local volunteer groups. | Focuses on large rallies with political allies, emphasizing continuity of existing projects. |
+ | **Funding & transparency** | Mostly crowdfunded from online supporters, stressing volunteer‑led activities. | Utilizes a well‑established party‑funded machine with private donors. |
+
+ **Bottom line:** Bintang differentiates herself by promoting bold, tech‑driven urban solutions and a grassroots, digitally‑savvy outreach, whereas Harahap bets on his record, large‑scale rallies, and traditional media tactics.
+ role: assistant
+ created: 1768214086
+ id: chatcmpl-885
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 329
+ prompt_tokens: 2534
+ total_tokens: 2863
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '15204'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are a search and question-answering specialist.
+
+ Process:
+ 1. Call search_and_answer with relevant keywords from the question.
+ 2. Review the results and their relevance scores.
+ 3. If needed, perform follow-up searches with different keywords (max 3 total).
+ 4. Provide a concise answer based strictly on the retrieved content.
+
+ The search tool returns results like:
+ [9bde5847-44c9-400a-8997-0e6b65babf92] (score: 0.85)
+ Source: "Document Title" > Section > Subsection
+ Type: paragraph
+ Content:
+ The actual text content here...
+
+ [d5a63c82-cb40-439f-9b2e-de7d177829b7] (score: 0.72)
+ Source: "Another Document"
+ Type: table
+ Content:
+ | Column 1 | Column 2 |
+ ...
+
+ Each result includes:
+ - chunk_id in brackets and relevance score
+ - Source: document title and section hierarchy (when available)
+ - Type: content type like paragraph, table, code, list_item (when available)
+ - Content: the actual text
+
+ Output format:
+ - query: Echo the question you are answering
+ - answer: Your concise answer based on the retrieved content
+ - cited_chunks: List of plain strings containing only the chunk UUIDs (not objects)
+ - confidence: A score from 0.0 to 1.0 indicating answer confidence
+
+ IMPORTANT: Use the EXACT, COMPLETE chunk ID (full UUID). Do NOT truncate IDs.
+
+ Guidelines:
+ - Base answers strictly on retrieved content - do not use external knowledge.
+ - Use the Source and Type metadata to understand context.
+ - If multiple results are relevant, synthesize them coherently.
+ - If information is insufficient, say so clearly.
+ - Be concise and direct; avoid meta commentary about the process.
+ - Higher scores indicate more relevant results.
+ role: system
+ - content: In the 2024 Jakarta mayoral race, what are the key platform points and voter outreach strategies that differentiate
+ Amira Bintang from incumbent Rizal Harahap?
+ role: user
+ - content: |-
+
+ Need search.
+
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"2024 Jakarta mayoral race Amira Bintang platform points voter outreach strategies
+ Rizal Harahap differentiate key platform points"}'
+ name: search_and_answer
+ id: call_s8itl217
+ type: function
+ - content: |-
+ [2dc4d923-b8e4-4914-ac68-1db2df69aaf9] (score: 0.03)
+ Type: text
+ Content:
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+
+ Initial Launch of Candidates' Campaign Plans on September 1
+
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+
+ Rallies and Persuasion
+
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+
+ Debates: Clashes Between Visions and Policies
+
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+
+ Voter Engagement: Making Every Vote Count
+
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+
+ Campaign Financing: Transparency and Accountability
+
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+
+ Before Election Day: Submit Final Appeals Now
+
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+
+ Polling Day: The Final Act of Campaign Activities
+
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+
+ Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in shaping our collective futures.
+ role: tool
+ tool_call_id: call_s8itl217
+ - content: |-
+
+ Need more specific.
+
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"limit":5,"query":"Amira Bintang 2024 Jakarta mayor platform public transportation reform interactive
+ app"}'
+ name: search_and_answer
+ id: call_caw00dts
+ type: function
+ - content: |-
+ [2dc4d923-b8e4-4914-ac68-1db2df69aaf9] (score: 0.03)
+ Type: text
+ Content:
+ Jakarta Election Campaigns Heat Up: Here's How to Understand the System
+
+ As election day in Jakarta draws nearer, candidates are out in force using various strategies to woo voters and prepare to exercise their democratic rights. Citizens make their voices heard as the city vibrates with life. This coverage offers valuable insight into campaign activities while offering an in-depth guide for understanding electoral processes in Jakarta.
+
+ Initial Launch of Candidates' Campaign Plans on September 1
+
+ After September 1st, when campaign season officially kicked off, candidates have moved swiftly to engage their bases. Amira Bintang, an upstart candidate with extensive social activism experience and promising urban development and public transportation reform as key platforms of her candidacy speech in Jakarta; incumbent Rizal Harahap relies heavily on his track record and highlights all infrastructure projects completed during his term.
+
+ Campaign Strategies: From Digital Battlegrounds to Door-toDoor Outreach
+
+ Campaign strategies have taken an advanced turn as candidates leverage digital media to reach a wider audience. Hashtags, viral videos, targeted ads and targeted messaging can all play an influential role in changing public opinion with just a tweet or meme. At the grassroots level candidates engage in door-to-door campaigns personalized for individual voters in an attempt to connect.
+
+ Bintang's interactive app for gathering real-time feedback from citizens about daily commute challenges was applauded as an innovative form of civic engagement, while Harahap launched a series of webinars featuring experts discussing economic growth under his administration.
+
+ Rallies and Persuasion
+
+ Jakartan politicians know the power of an impassioned speech cannot be underrated, and candidates have been taking full advantage of its effectiveness at rallies. Rallies feature vibrant colors, banners and impassioned discourse in an attempt to win converts over. At one high-spirited rally on October 22, Bintang outlined her policy plans for improving education and healthcare to an appreciative crowd while Harahap's rallies often consist of shows of solidarity from various political allies united behind his plea for continuity and stability.
+
+ Debates: Clashes Between Visions and Policies
+
+ Debates are one of the highlights of Jakarta election campaigns, allowing candidates to outline their platforms and discuss critical issues. On November 5th, citizens witnessed an exhilarating debate between candidates Bintang and Harahap over whether the city was prepared for digital transformation in public services; Bintang advocated an aggressive move toward smart city model while Harahap advocated a more measured approach so as not to alienate less tech-savvy residents.
+
+ Voter Engagement: Making Every Vote Count
+
+ Ensuring every eligible voter is engaged and informed remains an ongoing challenge for Jakartans. Civil society groups and independent bodies host workshops and publish voter guides to inform voters of their rights and choices, while an annual democracy festival such as that held on November 20 featured interactive exhibits on Jakarta's electoral history as well as mock voting booths for first-time voters.
+
+ Campaign Financing: Transparency and Accountability
+
+ Campaign financing has always been a contentious topic in elections, and this election cycle is no exception. Bintang's campaign, funded largely through crowdfunders online supporters, stands in stark contrast with Harahap's sophisticated machine backed by both private donors and party funds. To protect democratic decision making processes from any
+
+ undue influences on decision-making processes, Jakarta Election Commission mandated strict reporting and transparency measures during campaign financing decisions.
+
+ Before Election Day: Submit Final Appeals Now
+
+ As election day nears, candidates make their last appeals to voters. Bintang plans a visit through key neighborhoods while Harahap plans a final rally scheduled for late November. Both camps are honing their messaging and policy proposals while encouraging supporters to make an appearance at polling booths on November 8th.
+
+ Polling Day: The Final Act of Campaign Activities
+
+ On December 6th, voting booths across Jakarta will open their doors, signalling the culmination of weeks of intense campaigning. Voters will cast their vote and candidates await results that depend on how effective their strategies, speeches and outreach initiatives have been.
+
+ Jakarta's vibrant election campaign offers an insight into its flourishing democracy. As the city looks ahead to an exciting new chapter in its political history, electoral processes demonstrate the significance of people-power in shaping our collective futures.
+ role: tool
+ tool_call_id: call_caw00dts
+ - content: |-
+ **Answer**
+
+ Amira Bintang’s 2024 mayoral campaign focuses on:
+
+ | Platform | Key point |
+ |----------|-----------|
+ | **Urban development & public transport** | She pledges aggressive reforms, such as expanding bus rapid transit routes and upgrading traffic management. |
+ | **Smart‑city digitalization** | Aims for a “complete digital transformation” of city services, including an interactive citizen‑feedback app. |
+ | **Education & health** | Announces plans to improve public schools and clinics, especially in underserved districts. |
+
+ Her **outreach strategy** contrasts sharply with Rizal Harahap’s:
+
+ | Strategy | Amira Bintang | Incumbent Rizal Harahap |
+ |----------|----------------|------------------------|
+ | **Digital engagement** | Uses targeted social‑media ads, viral videos, and an app that collects real‑time commute data. | Relies mainly on traditional media and a series of expert webinars. |
+ | **Ground campaigning** | Organizes door‑to‑door visits in key neighbourhoods, supported by local volunteer groups. | Focuses on large rallies with political allies, emphasizing continuity of existing projects. |
+ | **Funding & transparency** | Mostly crowdfunded from online supporters, stressing volunteer‑led activities. | Utilizes a well‑established party‑funded machine with private donors. |
+
+ **Bottom line:** Bintang differentiates herself by promoting bold, tech‑driven urban solutions and a grassroots, digitally‑savvy outreach, whereas Harahap bets on his record, large‑scale rallies, and traditional media tactics.
+ role: assistant
+ - content: |-
+ Validation feedback:
+ Please include your response in a tool call.
+
+ Fix the errors and try again.
+ role: user
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: Search the knowledge base for relevant documents.
+ name: search_and_answer
+ parameters:
+ additionalProperties: false
+ properties:
+ limit:
+ anyOf:
+ - type: integer
+ - type: 'null'
+ default: null
+ query:
+ type: string
+ required:
+ - query
+ type: object
+ type: function
+ - function:
+ description: Answer to a search query with chunk references.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ answer:
+ description: The answer to the question
+ type: string
+ cited_chunks:
+ description: IDs of chunks used to form the answer
+ items:
+ type: string
+ type: array
+ confidence:
+ default: 1.0
+ description: Confidence score for this answer (0-1)
+ maximum: 1.0
+ minimum: 0.0
+ type: number
+ query:
+ description: The question that was answered
+ type: string
+ required:
+ - query
+ - answer
+ type: object
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '1610'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: tool_calls
+ index: 0
+ message:
+ content: ''
+ reasoning: Need return via functions.final_result.
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"answer":"Amira Bintang’s 2024 mayoral campaign focuses on an aggressive push to overhaul Jakarta’s
+ urban infrastructure—especially public transport and smart‑city technology—along with a pledge to strengthen
+ public education and health services. She reaches voters through a tech‑centric strategy: an interactive
+ app that gathers real‑time commute feedback, targeted social‑media ads, and door‑to‑door visits led by local
+ volunteers. In contrast, incumbent Rizal Harahap leans on his record of completed infrastructure projects,
+ large rallies featuring allied politicians, expert webinars, and a well‑established party‑funded campaign
+ machine. Thus, Bintang differentiates herself with a digitally driven, grassroots outreach and forward‑looking
+ policy platform, while Harahap emphasizes continuity, large‑scale rallies, and traditional media.\n","cited_chunks":["2dc4d923-b8e4-4914-ac68-1db2df69aaf9"],"confidence":0.92,"query":"In
+ the 2024 Jakarta mayoral race, what are the key platform points and voter outreach strategies that differentiate
+ Amira Bintang from incumbent Rizal Harahap?"}'
+ name: final_result
+ id: call_smwpxgci
+ index: 0
+ type: function
+ created: 1768214092
+ id: chatcmpl-627
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 271
+ prompt_tokens: 2888
+ total_tokens: 3159
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '4558'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are the research evaluator responsible for assessing
+ whether gathered evidence sufficiently answers the research question.
+
+ Inputs available:
+ - Original research question
+ - Question-answer pairs with supporting sources
+ - Previous evaluation (if any)
+
+ Tasks:
+ 1. Assess whether the collected evidence answers the original question.
+ 2. Provide a confidence_score in [0,1] reflecting coverage and evidence quality.
+ 3. Optionally propose up to 3 new sub-questions if important gaps remain.
+
+ Output fields:
+ - is_sufficient: true when the question is adequately answered
+ - confidence_score: numeric in [0,1]
+ - reasoning: brief explanation of the assessment
+ - new_questions: list of follow-up questions (max 3), only if needed
+
+ Be strict: only mark sufficient when key aspects are addressed with reliable evidence.
+ role: system
+ - content: |-
+ Assess whether the research now answers the original question with adequate confidence.
+
+
+ Who is the upstart candidate in Jakarta's election known for social activism?
+
+
+ -
+ Who is the upstart candidate named Amira Bintang running for Jakarta city mayor who is known for her social‑activism background?
+ Amira Bintang is the upstart candidate running for Jakarta city mayor. She is known for her extensive background in social activism.
+ 0.98
+
+
-
+ mljudppg
+ null
+
+ null
+
+
+
+ -
+ What specific social‑activism initiatives and civic projects has Amira Bintang led or participated in prior to the Jakarta mayoral election?
+ I couldn't locate reliable sources that detail specific social‑activism initiatives or civic projects led or joined by Amira Bintang before the Jakarta mayoral election. No relevant references were found in the available search results.
+ 0.2
+
+
+ -
+ In the 2024 Jakarta mayoral race, what are the key platform points and voter outreach strategies that differentiate Amira Bintang from incumbent Rizal Harahap?
+ Amira Bintang’s 2024 mayoral campaign focuses on an aggressive push to overhaul Jakarta’s urban infrastructure—especially public transport and smart‑city technology—along with a pledge to strengthen public education and health services. She reaches voters through a tech‑centric strategy: an interactive app that gathers real‑time commute feedback, targeted social‑media ads, and door‑to‑door visits led by local volunteers. In contrast, incumbent Rizal Harahap leans on his record of completed infrastructure projects, large rallies featuring allied politicians, expert webinars, and a well‑established party‑funded campaign machine. Thus, Bintang differentiates herself with a digitally driven, grassroots outreach and forward‑looking policy platform, while Harahap emphasizes continuity, large‑scale rallies, and traditional media.
+
+ 0.92
+
+
-
+ mljudppg
+ null
+
+ null
+
+
+
+
+
+ role: user
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: Result of research sufficiency evaluation.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ confidence_score:
+ description: Confidence level in the completeness of research (0-1)
+ maximum: 1.0
+ minimum: 0.0
+ type: number
+ is_sufficient:
+ description: Whether the research is sufficient to answer the original question
+ type: boolean
+ new_questions:
+ description: New sub-questions to add to the research (max 3)
+ items:
+ type: string
+ maxItems: 3
+ type: array
+ reasoning:
+ description: Explanation of why the research is or isn't complete
+ type: string
+ required:
+ - is_sufficient
+ - confidence_score
+ - reasoning
+ type: object
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '1038'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: stop
+ index: 0
+ message:
+ content: "**is_sufficient**: true \n**confidence_score**: 0.94 \n\n**reasoning**: The first QA entry directly
+ identifies Amira Bintang as the upstart candidate for Jakarta mayor and notes her extensive background in social
+ activism, which matches the core of the original question. The evidence, although sourced from a single document,
+ carries a high confidence rating (0.98) and sufficiently addresses the query. No gaps remain regarding the identity
+ of the candidate or the activism label. \n\n**new_questions**: none "
+ reasoning: 'Need to evaluate: original question: Who is the upstart candidate in Jakarta''s election known for social
+ activism? The answer provided: Amira Bintang. Confidence high. Sources unclear but one source. Good. So sufficient.'
+ role: assistant
+ created: 1768214096
+ id: chatcmpl-157
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 163
+ prompt_tokens: 947
+ total_tokens: 1110
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '6124'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are the research evaluator responsible for assessing
+ whether gathered evidence sufficiently answers the research question.
+
+ Inputs available:
+ - Original research question
+ - Question-answer pairs with supporting sources
+ - Previous evaluation (if any)
+
+ Tasks:
+ 1. Assess whether the collected evidence answers the original question.
+ 2. Provide a confidence_score in [0,1] reflecting coverage and evidence quality.
+ 3. Optionally propose up to 3 new sub-questions if important gaps remain.
+
+ Output fields:
+ - is_sufficient: true when the question is adequately answered
+ - confidence_score: numeric in [0,1]
+ - reasoning: brief explanation of the assessment
+ - new_questions: list of follow-up questions (max 3), only if needed
+
+ Be strict: only mark sufficient when key aspects are addressed with reliable evidence.
+ role: system
+ - content: |-
+ Assess whether the research now answers the original question with adequate confidence.
+
+
+ Who is the upstart candidate in Jakarta's election known for social activism?
+
+
+ -
+ Who is the upstart candidate named Amira Bintang running for Jakarta city mayor who is known for her social‑activism background?
+ Amira Bintang is the upstart candidate running for Jakarta city mayor. She is known for her extensive background in social activism.
+ 0.98
+
+
-
+ mljudppg
+ null
+
+ null
+
+
+
+ -
+ What specific social‑activism initiatives and civic projects has Amira Bintang led or participated in prior to the Jakarta mayoral election?
+ I couldn't locate reliable sources that detail specific social‑activism initiatives or civic projects led or joined by Amira Bintang before the Jakarta mayoral election. No relevant references were found in the available search results.
+ 0.2
+
+
+ -
+ In the 2024 Jakarta mayoral race, what are the key platform points and voter outreach strategies that differentiate Amira Bintang from incumbent Rizal Harahap?
+ Amira Bintang’s 2024 mayoral campaign focuses on an aggressive push to overhaul Jakarta’s urban infrastructure—especially public transport and smart‑city technology—along with a pledge to strengthen public education and health services. She reaches voters through a tech‑centric strategy: an interactive app that gathers real‑time commute feedback, targeted social‑media ads, and door‑to‑door visits led by local volunteers. In contrast, incumbent Rizal Harahap leans on his record of completed infrastructure projects, large rallies featuring allied politicians, expert webinars, and a well‑established party‑funded campaign machine. Thus, Bintang differentiates herself with a digitally driven, grassroots outreach and forward‑looking policy platform, while Harahap emphasizes continuity, large‑scale rallies, and traditional media.
+
+ 0.92
+
+
-
+ mljudppg
+ null
+
+ null
+
+
+
+
+
+ role: user
+ - content: "\nNeed to evaluate: original question: Who is the upstart candidate in Jakarta's election known for
+ social activism? The answer provided: Amira Bintang. Confidence high. Sources unclear but one source. Good. So sufficient.\n\n\n**is_sufficient**:
+ true \n**confidence_score**: 0.94 \n\n**reasoning**: The first QA entry directly identifies Amira Bintang as the
+ upstart candidate for Jakarta mayor and notes her extensive background in social activism, which matches the core
+ of the original question. The evidence, although sourced from a single document, carries a high confidence rating
+ (0.98) and sufficiently addresses the query. No gaps remain regarding the identity of the candidate or the activism
+ label. \n\n**new_questions**: none "
+ role: assistant
+ - content: |-
+ 1 validation error:
+ ```json
+ [
+ {
+ "type": "json_invalid",
+ "loc": [],
+ "msg": "Invalid JSON: expected value at line 1 column 1",
+ "input": "**is_sufficient**: true \n**confidence_score**: 0.94 \n\n**reasoning**: The first QA entry directly identifies Amira Bintang as the upstart candidate for Jakarta mayor and notes her extensive background in social activism, which matches the core of the original question. The evidence, although sourced from a single document, carries a high confidence rating (0.98) and sufficiently addresses the query. No gaps remain regarding the identity of the candidate or the activism label. \n\n**new_questions**: none "
+ }
+ ]
+ ```
+
+ Fix the errors and try again.
+ role: user
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: Result of research sufficiency evaluation.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ confidence_score:
+ description: Confidence level in the completeness of research (0-1)
+ maximum: 1.0
+ minimum: 0.0
+ type: number
+ is_sufficient:
+ description: Whether the research is sufficient to answer the original question
+ type: boolean
+ new_questions:
+ description: New sub-questions to add to the research (max 3)
+ items:
+ type: string
+ maxItems: 3
+ type: array
+ reasoning:
+ description: Explanation of why the research is or isn't complete
+ type: string
+ required:
+ - is_sufficient
+ - confidence_score
+ - reasoning
+ type: object
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-length:
+ - '834'
+ content-type:
+ - application/json
+ parsed_body:
+ choices:
+ - finish_reason: stop
+ index: 0
+ message:
+ content: '{"is_sufficient":true,"confidence_score":0.94,"reasoning":"The first QA entry directly identifies Amira Bintang
+ as the upstart candidate for Jakarta mayor and notes her extensive background in social activism, which matches
+ the core of the original question. The evidence, although sourced from a single document, carries a high confidence
+ rating (0.98) and sufficiently addresses the query. No gaps remain regarding the identity of the candidate or
+ the activism label.","new_questions":[]}'
+ reasoning: We need to output JSON object.
+ role: assistant
+ created: 1768214099
+ id: chatcmpl-237
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 118
+ prompt_tokens: 1290
+ total_tokens: 1408
+ status:
+ code: 200
+ message: OK
+- request:
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate, zstd
+ connection:
+ - keep-alive
+ content-length:
+ - '5560'
+ content-type:
+ - application/json
+ host:
+ - localhost:11434
+ method: POST
+ parsed_body:
+ messages:
+ - content: |-
+ You are a synthesis specialist producing the final
+ research report that directly answers the original question.
+
+ Goals:
+ 1. Directly answer the research question using gathered evidence.
+ 2. Present findings clearly and concisely.
+ 3. Draw evidence-based conclusions and recommendations.
+ 4. State limitations and uncertainties transparently.
+
+ Report guidelines (map to output fields):
+ - title: concise (5-12 words), informative.
+ - executive_summary: 3-5 sentences that DIRECTLY ANSWER the original question.
+ Write the actual answer, not a description of what the report contains.
+ BAD: "This report examines the topic and presents findings..."
+ GOOD: "The system requires configuration X and supports features Y and Z..."
+ - main_findings: list of plain strings, 4-8 one-sentence bullets reflecting evidence.
+ - conclusions: list of plain strings, 2-4 bullets following logically from findings.
+ - recommendations: list of plain strings, 2-5 actionable bullets tied to findings.
+ - limitations: list of plain strings, 1-3 bullets describing constraints or uncertainties.
+ - sources_summary: single string listing sources with document paths and page numbers.
+
+ All list fields must contain plain strings only, not objects.
+
+ Style:
+ - Base all content solely on the collected evidence.
+ - Be professional, objective, and specific.
+ - NEVER use meta-commentary like "This report covers..." or "The findings show...".
+ Instead, state the actual information directly.
+ role: system
+ - content: |-
+ Generate a comprehensive research report based on all gathered information.
+
+
+ Who is the upstart candidate in Jakarta's election known for social activism?
+
+
+ -
+ Who is the upstart candidate named Amira Bintang running for Jakarta city mayor who is known for her social‑activism background?
+ Amira Bintang is the upstart candidate running for Jakarta city mayor. She is known for her extensive background in social activism.
+ 0.98
+
+
-
+ mljudppg
+ null
+
+ null
+
+
+
+ -
+ What specific social‑activism initiatives and civic projects has Amira Bintang led or participated in prior to the Jakarta mayoral election?
+ I couldn't locate reliable sources that detail specific social‑activism initiatives or civic projects led or joined by Amira Bintang before the Jakarta mayoral election. No relevant references were found in the available search results.
+ 0.2
+
+
+ -
+ In the 2024 Jakarta mayoral race, what are the key platform points and voter outreach strategies that differentiate Amira Bintang from incumbent Rizal Harahap?
+ Amira Bintang’s 2024 mayoral campaign focuses on an aggressive push to overhaul Jakarta’s urban infrastructure—especially public transport and smart‑city technology—along with a pledge to strengthen public education and health services. She reaches voters through a tech‑centric strategy: an interactive app that gathers real‑time commute feedback, targeted social‑media ads, and door‑to‑door visits led by local volunteers. In contrast, incumbent Rizal Harahap leans on his record of completed infrastructure projects, large rallies featuring allied politicians, expert webinars, and a well‑established party‑funded campaign machine. Thus, Bintang differentiates herself with a digitally driven, grassroots outreach and forward‑looking policy platform, while Harahap emphasizes continuity, large‑scale rallies, and traditional media.
+
+ 0.92
+
+
-
+ mljudppg
+ null
+
+ null
+
+
+
+
+
+
+ Create a detailed report that synthesizes all findings into a coherent response.
+ role: user
+ model: gpt-oss
+ reasoning_effort: low
+ stream: false
+ tool_choice: auto
+ tools:
+ - function:
+ description: Final research report structure.
+ name: final_result
+ parameters:
+ additionalProperties: false
+ properties:
+ conclusions:
+ description: Evidence-based conclusions
+ items:
+ type: string
+ type: array
+ executive_summary:
+ description: Brief overview of key findings
+ type: string
+ limitations:
+ default: []
+ description: Limitations of the current research
+ items:
+ type: string
+ type: array
+ main_findings:
+ description: Primary research findings with supporting evidence
+ items:
+ type: string
+ type: array
+ recommendations:
+ default: []
+ description: Actionable recommendations based on findings
+ items:
+ type: string
+ type: array
+ sources_summary:
+ description: Summary of sources used and their reliability
+ type: string
+ title:
+ description: Concise title for the research
+ type: string
+ required:
+ - title
+ - executive_summary
+ - main_findings
+ - conclusions
+ - sources_summary
+ type: object
+ type: function
+ uri: http://localhost:11434/v1/chat/completions
+ response:
+ headers:
+ content-type:
+ - application/json
+ transfer-encoding:
+ - chunked
+ parsed_body:
+ choices:
+ - finish_reason: tool_calls
+ index: 0
+ message:
+ content: ''
+ reasoning: We need to call function.
+ role: assistant
+ tool_calls:
+ - function:
+ arguments: '{"conclusions":["Bintang’s candidacy is characterized by an activist background and a tech‑driven
+ campaign.","Her platform aims to replace incumbents’ reliance on conventional methods with innovative infrastructure
+ and social service reforms.","Lack of documented civic initiatives limits assessment of her activist impact.","The
+ campaign’s digital outreach represents a significant strategic shift in Jakarta politics."],"executive_summary":"Amira Bintang
+ is the independent, upstart candidate in Jakarta’s 2024 mayoral election. She is known for her extensive background
+ in social activism, though specific initiatives are not documented. Her platform focuses on modernizing urban
+ infrastructure—public transport, smart‑city tech—as well as improving education and health. She uses a digitally
+ driven, grassroots outreach method, contrasting with incumbent Rizal Harahap’s traditional, party‑funded strategy.","limitations":["The
+ primary source (mljudppg) lacks detailed evidence on specific activism initiatives.","Confidence in Bintang’s
+ activist background is high (0.98) but her project history is uncertain (0.2).","Source reliability is unverified
+ due to missing document details."],"main_findings":["Amira Bintang is running as the upstart candidate for
+ Jakarta city mayor.","She is known for a broad background in social activism, though concrete projects are
+ unverified.","Her key platform includes overhauling urban infrastructure, especially transport and smart‑city
+ technology.","She stresses strengthening public education and health services.","Her outreach strategy relies
+ on a tech‑centric app, targeted social‑media ads, and door‑to‑door volunteer visits.","The incumbent, Rizal Harahap,
+ emphasizes completed projects, large rallies, and a party‑funded machine.","The differentiation lies in Bintang’s
+ digital grassroots approach versus Harahap’s traditional media strategy.","No reliable sources detail specific
+ civic projects led by Bintang before the election."],"recommendations":["Investigate local media and NGO reports
+ for evidence of Bintang’s prior civic projects.","Monitor app usage metrics and volunteer engagement to gauge
+ outreach effectiveness.","Compare voter turnout in digitally targeted precincts to assess strategy advantage.","Consider
+ partnership opportunities for smart‑city and transport projects with Bintang’s team."],"sources_summary":"mljudppg
+ – provides candidate background, platform, and outreach strategy. Unspecified page numbers; no specific civic
+ project references found.","title":"Amira Bintang: Jakarta’s Social‑Activist Upstart Candidate"}'
+ name: final_result
+ id: call_wudafq7i
+ index: 0
+ type: function
+ created: 1768214111
+ id: chatcmpl-819
+ model: gpt-oss
+ object: chat.completion
+ system_fingerprint: fp_ollama
+ usage:
+ completion_tokens: 512
+ prompt_tokens: 1110
+ total_tokens: 1622
+ status:
+ code: 200
+ message: OK
+version: 1