Yiorgis Gozadinos
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45d0b47a02
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Meta in CLI add-src, add
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2025-09-23 16:39:27 +03:00 |
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Yiorgis Gozadinos
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0e1bf3e00d
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CLI command to prefetch models (Ollama & Docling)
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2025-09-23 16:30:56 +03:00 |
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Yiorgis Gozadinos
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5369bd5dda
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Show db table versions
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2025-09-23 12:44:05 +03:00 |
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Yiorgis Gozadinos
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c0de22c9cd
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Show package versions
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2025-09-23 12:34:32 +03:00 |
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Yiorgis Gozadinos
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5ea5de274c
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Make styles consistent
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2025-09-23 12:27:01 +03:00 |
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Yiorgis Gozadinos
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52ea1ebb70
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info command in CLI
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2025-09-23 12:20:25 +03:00 |
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Yiorgis Gozadinos
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b46765e197
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vb
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2025-09-22 13:59:03 +03:00 |
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Yiorgis Gozadinos
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2c93f4f823
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Preserve title if it exists when expanding context
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2025-09-22 13:45:59 +03:00 |
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Yiorgis Gozadinos
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73aff1695f
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Update LLM prompts/tools to reflect we will pass title (if available) or URI
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2025-09-22 12:45:32 +03:00 |
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Yiorgis Gozadinos
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2c1e81dc6e
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Display title where appropriate in cli
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2025-09-22 12:45:32 +03:00 |
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Yiorgis Gozadinos
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4077e3ecb2
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Handle title in client & CLI
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2025-09-22 12:45:32 +03:00 |
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Yiorgis Gozadinos
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312d29333c
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DB migration and schema updates to introduce title in documents
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2025-09-22 12:45:32 +03:00 |
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Yiorgis Gozadinos
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c11e6da60d
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Merge pull request #68 from ggozad/feat/disable-autocreation
DISABLE_DB_AUTOCREATE option to prevent auto-creation of dbs
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2025-09-22 12:43:51 +03:00 |
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Yiorgis Gozadinos
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6b7f574180
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Config DISABLE_DB_AUTOCREATE option to not auto-create dbs
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2025-09-22 10:09:07 +03:00 |
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Yiorgis Gozadinos
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dce60fa461
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Remove SSE transport, fix cli tests
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2025-09-20 10:58:28 +03:00 |
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Yiorgis Gozadinos
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f582fb1be0
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Lazy import when using CLI to speed up startup
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2025-09-20 10:50:01 +03:00 |
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Yiorgis Gozadinos
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52febd01f9
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Do not suppress logs in development
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2025-09-20 10:11:31 +03:00 |
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Yiorgis Gozadinos
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fbb43c06c7
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Cleanup console logging
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2025-09-19 17:25:04 +03:00 |
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Yiorgis Gozadinos
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3fc461e1b1
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Set default concurrency to 1
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2025-09-19 16:54:06 +03:00 |
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Yiorgis Gozadinos
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42fe2201af
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Only configure logfire in cli when not in development
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2025-09-19 15:47:35 +03:00 |
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Yiorgis Gozadinos
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db47eb45cb
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Update prompts
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2025-09-19 15:33:46 +03:00 |
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Yiorgis Gozadinos
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cba8ad7696
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Research agent as a pydantic graph
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2025-09-19 14:39:39 +03:00 |
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Yiorgis Gozadinos
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a215a64686
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Refactor to give its research subagent full responsibility
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2025-09-19 12:10:00 +03:00 |
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Yiorgis Gozadinos
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9c128c1d36
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Make answered question handling the responsibility of the search agent
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2025-09-19 12:10:00 +03:00 |
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Yiorgis Gozadinos
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ccaae7cca1
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Simplify research verbose logging
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2025-09-19 12:10:00 +03:00 |
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Yiorgis Gozadinos
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5f102c8475
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Set research agents to retry 3 times
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2025-09-19 12:10:00 +03:00 |
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Yiorgis Gozadinos
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ad7a9ed324
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Provide register_tools to the base research agent
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2025-09-19 12:09:59 +03:00 |
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Yiorgis Gozadinos
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3abe669681
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Simplify presearch prompt
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2025-09-19 12:09:59 +03:00 |
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Yiorgis Gozadinos
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c221a35547
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Upgrade fts index for phrase queries
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2025-09-19 12:06:12 +03:00 |
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Yiorgis Gozadinos
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cf8b87246b
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Infer vector dimension
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2025-09-18 14:01:38 +03:00 |
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Yiorgis Gozadinos
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d1e2470d94
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Upgrades are back. Make chunk order a table column rather than a metadata property
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2025-09-18 13:42:07 +03:00 |
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Yiorgis Gozadinos
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a807f3ea36
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Simplify structured output for research agents
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2025-09-17 18:31:55 +03:00 |
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Yiorgis Gozadinos
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714c6c627e
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Presearch Survey agent
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2025-09-17 17:26:48 +03:00 |
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Yiorgis Gozadinos
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02fb8d439a
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Fix typo
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2025-09-17 14:51:18 +03:00 |
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Yiorgis Gozadinos
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ecad4c28b4
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Use ToolOutput in order to specify 3 retries
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2025-09-17 13:06:53 +03:00 |
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Yiorgis Gozadinos
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3e30059a42
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Change default config to use gpt-oss for QA
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2025-09-17 12:39:58 +03:00 |
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Yiorgis Gozadinos
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05e08c48e4
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Simplify SearchAgent. Omit search results, but keep QA results.
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2025-09-17 12:37:16 +03:00 |
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Yiorgis Gozadinos
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670e4e2254
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Tweaks to research multi-agent
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2025-09-17 08:54:54 +03:00 |
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Yiorgis Gozadinos
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98ca5c4746
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Simplify orchestration & subagents
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2025-09-17 08:54:54 +03:00 |
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Yiorgis Gozadinos
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c029350d79
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Make search agent more like a qa agent
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2025-09-17 08:51:44 +03:00 |
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Yiorgis Gozadinos
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9dc2e05f3f
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Verbose logging
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2025-09-17 08:51:44 +03:00 |
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Yiorgis Gozadinos
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53905c2d69
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Simplify search agent
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2025-09-17 08:51:44 +03:00 |
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Yiorgis Gozadinos
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4df5d31b18
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Fix config for research
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2025-09-17 08:51:44 +03:00 |
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Yiorgis Gozadinos
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fe8e48df38
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Config research provider/model, CLI
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2025-09-17 08:51:44 +03:00 |
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Yiorgis Gozadinos
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86b44c47f9
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Adapt clarification agent, basic orchestrator
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2025-09-17 08:51:43 +03:00 |
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Yiorgis Gozadinos
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49d4080240
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Synthesis agent
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2025-09-17 08:51:43 +03:00 |
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Yiorgis Gozadinos
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210275c6d2
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Analysis and clarification agents
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2025-09-17 08:51:43 +03:00 |
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Yiorgis Gozadinos
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b03ee08f18
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Search agent
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2025-09-17 08:51:43 +03:00 |
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Yiorgis Gozadinos
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b568293661
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Base research agent & dependencies for research multi-agent
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2025-09-17 08:51:43 +03:00 |
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Yiorgis Gozadinos
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b4b6c3f1ad
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When MARKDOWN_PREPROCESSOR fails to load raise the exception.
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2025-09-16 12:32:09 +03:00 |
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Yiorgis Gozadinos
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4a07444030
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Rollback version if a failure occurs when creating/updating documents
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2025-09-15 11:54:50 +03:00 |
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Yiorgis Gozadinos
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765a6e647d
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Allow for custom pre-processing after markdown is generated and before it is chunked.
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2025-09-15 11:02:34 +03:00 |
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Yiorgis Gozadinos
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ddaf1cb4d7
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Suppress warnings in cli
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2025-09-10 13:36:12 +03:00 |
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Yiorgis Gozadinos
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2207b7d1ed
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vacuum() in store, client, cli. Removes old versions and reduces disk usage
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2025-09-10 11:24:51 +03:00 |
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Yiorgis Gozadinos
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0a279aa12a
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Fix missing vllm embeddings from embedder factory
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2025-09-09 10:58:41 +03:00 |
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Yiorgis Gozadinos
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8dfb8638be
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Fix SSE server setup
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2025-09-08 15:31:56 +03:00 |
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Yiorgis Gozadinos
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4ad732a6f3
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Fix migration script vector deserialization
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2025-09-05 17:59:19 +03:00 |
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Yiorgis Gozadinos
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13bbdc2ed6
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Document autocomplete, add rm alias to delete
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2025-09-05 12:04:20 +03:00 |
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Yiorgis Gozadinos
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572e3605fe
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Autocompletion for ids & paths
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2025-09-05 12:00:40 +03:00 |
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Yiorgis Gozadinos
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d122252e16
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If a document is deleted but does not exist, say so
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2025-09-05 11:46:58 +03:00 |
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Yiorgis Gozadinos
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495e01a33d
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Disable other logging facilities when running on cli
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2025-09-05 11:39:19 +03:00 |
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Yiorgis Gozadinos
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b99f88f104
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Support batch embedding
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2025-09-05 10:48:31 +03:00 |
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Yiorgis Gozadinos
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bc28e60cf7
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Support vLLM for QA agents
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2025-09-04 15:20:37 +03:00 |
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Yiorgis Gozadinos
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f2847d0524
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Reranking support for vLLM, documentation update
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2025-09-04 13:13:10 +03:00 |
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Yiorgis Gozadinos
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16f7ba9d99
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VLLM embedding
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2025-09-04 10:44:07 +03:00 |
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Yiorgis Gozadinos
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3c235e8b6c
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Suppress logging from deps
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2025-09-03 11:42:08 +03:00 |
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Yiorgis Gozadinos
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450a58eb52
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Update OpenAI pydantic model
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2025-09-03 11:41:48 +03:00 |
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Yiorgis Gozadinos
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974451edc7
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Suppress httpx logging
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2025-09-03 11:27:33 +03:00 |
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Yiorgis Gozadinos
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221a00ab2f
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Turn migration into a cli command
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2025-09-03 11:12:23 +03:00 |
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Yiorgis Gozadinos
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ed604f6a1d
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Batch operations & small optimization
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2025-09-03 10:50:08 +03:00 |
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Yiorgis Gozadinos
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75e878308e
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Simplify deleting all chunks
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2025-09-02 15:13:31 +03:00 |
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Yiorgis Gozadinos
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ecf8894755
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Fix checking settings
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2025-09-02 13:01:36 +03:00 |
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Yiorgis Gozadinos
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9e5f11060d
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Allow connecting to lancedb cloud, s3, gc, az etc
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2025-09-02 12:49:17 +03:00 |
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Yiorgis Gozadinos
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767d36b494
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Use a lock for optimize(), when bulk creating chunks optimize once.
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2025-09-02 12:10:54 +03:00 |
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Yiorgis Gozadinos
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fe850e778d
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Remove Ollama reranker, this was a bad idea
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2025-09-02 11:42:31 +03:00 |
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Yiorgis Gozadinos
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e08fce84f8
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Debounce optimize() to avoid exceeding too-many-files-open
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2025-09-02 10:55:58 +03:00 |
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Yiorgis Gozadinos
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b05e5f5408
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Set/get haiku version to db
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2025-09-01 17:41:41 +03:00 |
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Yiorgis Gozadinos
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58a04db556
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Disable reranking by default
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2025-09-01 15:00:38 +03:00 |
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Yiorgis Gozadinos
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d233788400
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Optimize table after insertion, update instead of recreating the index
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2025-09-01 14:56:15 +03:00 |
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Yiorgis Gozadinos
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a5e087aa53
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Fix scores depending on search type
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2025-09-01 14:56:15 +03:00 |
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Yiorgis Gozadinos
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628bdc8151
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Cleanup
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2025-09-01 14:56:15 +03:00 |
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Yiorgis Gozadinos
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0592a7d122
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Adapt search to lancedb
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2025-09-01 14:56:14 +03:00 |
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Yiorgis Gozadinos
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b83596ff07
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Basic moving to lancedb.
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2025-09-01 14:56:14 +03:00 |
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Yiorgis Gozadinos
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1f61d78165
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Bring back QA_MODEL and keep compatibility with previous versions
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2025-08-17 15:27:03 +02:00 |
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Yiorgis Gozadinos
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d6d79d5e94
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Allow any provider/model supported by pydantic AI
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2025-08-17 14:55:50 +02:00 |
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Yiorgis Gozadinos
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60543caa36
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Use /no_think for Ollama
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2025-08-15 23:13:27 +02:00 |
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Yiorgis Gozadinos
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79841f32ca
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Do not use mocks in embeddings test
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2025-08-15 22:01:57 +02:00 |
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Yiorgis Gozadinos
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26a3715902
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Refactor Ollama reranker around pydantic AI
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2025-08-15 21:26:16 +02:00 |
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Yiorgis Gozadinos
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390397570a
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Migrate QA agent to Pydantic AI.
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2025-08-15 21:13:17 +02:00 |
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Yiorgis Gozadinos
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bf8a4f22be
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Make radius a parameter we can pass to expand_context()
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2025-08-12 16:53:45 +02:00 |
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Yiorgis Gozadinos
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99f7401817
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Merge expanded context if possible
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2025-08-12 15:02:07 +02:00 |
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Yiorgis Gozadinos
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e7c2a105ed
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Use the expand_context when searching in the qa agent
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2025-08-12 14:51:33 +02:00 |
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Yiorgis Gozadinos
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eb13426aae
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expand_context() by using the adjacent chunks
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2025-08-12 14:14:18 +02:00 |
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Yiorgis Gozadinos
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2f42b1a3ac
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Get adjacent chunks method
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2025-08-12 13:24:04 +02:00 |
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Yiorgis Gozadinos
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842e4a882d
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Make citations optional, through cite parameter
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2025-08-12 13:19:11 +02:00 |
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Yiorgis Gozadinos
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a0d0359618
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Change prompt and tool definition to to include citations in the QA agent.
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2025-08-12 13:05:37 +02:00 |
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Yiorgis Gozadinos
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6f50706e8a
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Give the results of search to the qa agent as json including the document uri
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2025-08-12 12:40:55 +02:00 |
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Yiorgis Gozadinos
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e39be89666
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Merge pull request #33 from ggozad/feat/ollama-reranker
Add custom reranker based on Ollama.
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2025-08-11 11:18:42 +02:00 |
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Yiorgis Gozadinos
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022f8677b3
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Merge pull request #32 from ggozad/chore/slim-deps
Make mxbai reranker optional. Only use a reranker if mxbai or cohere are installed.
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2025-08-11 11:18:27 +02:00 |
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Yiorgis Gozadinos
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9648cb97cb
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Fix URL handling in add-src
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2025-08-11 11:10:29 +02:00 |
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