Yiorgis Gozadinos
|
b5892699a0
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Use Mean Reciprocal Rank for single document evaluation as metric. Use Mean Average Precision for variable document evaluation as metric
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2025-11-24 14:49:30 +02:00 |
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Yiorgis Gozadinos
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b4c6f117a4
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Merge pull request #155 from ggozad/feat/inspect
TUI db inspector
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2025-11-22 17:53:49 +02:00 |
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Yiorgis Gozadinos
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727efe6b71
|
Update screenshot
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2025-11-22 17:51:06 +02:00 |
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Yiorgis Gozadinos
|
0b92eae75f
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Docs
|
2025-11-22 17:46:21 +02:00 |
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Yiorgis Gozadinos
|
fe14e73514
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Benchmarks for win qwen3-embedding:4b mxbai-rerank-base-v2
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2025-11-21 18:57:07 +02:00 |
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Yiorgis Gozadinos
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8c02e865c7
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Change default embedding model to qwen3-embedding:4b
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2025-11-21 16:30:41 +02:00 |
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Yiorgis Gozadinos
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28088aa31d
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Merge pull request #148 from ggozad/feat/vector-index
Vector indexing & Search accuracy improvements
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2025-11-21 16:28:45 +02:00 |
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Yiorgis Gozadinos
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6d8ab2575d
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Clarify refine_factor, set default to 30
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2025-11-21 15:53:24 +02:00 |
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Yiorgis Gozadinos
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9a1e7f211c
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Update benchmarks
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2025-11-21 15:31:36 +02:00 |
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Yiorgis Gozadinos
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dbb2837550
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Add a note explaining when indexing is necessary
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2025-11-21 14:11:31 +02:00 |
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Yiorgis Gozadinos
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5477446c5d
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Update docs
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2025-11-21 13:54:04 +02:00 |
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Yiorgis Gozadinos
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6a2f33b464
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Create vector index from CLI, use configurable refine_factor
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2025-11-21 13:54:01 +02:00 |
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Yiorgis Gozadinos
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63b374c7e9
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Name evaluation runs. Use only LLMJudge evaluator.
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2025-11-21 13:26:39 +02:00 |
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Yiorgis Gozadinos
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5089ea4203
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New update_document_fields() method for partial document updates
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2025-11-19 11:37:36 +02:00 |
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Yiorgis Gozadinos
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0bb3f4301c
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Additional options for document conversion with docling
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2025-11-18 15:44:04 +02:00 |
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Yiorgis Gozadinos
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f728fea489
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Stop building full docker image
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2025-11-18 14:48:34 +02:00 |
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Yiorgis Gozadinos
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cc09ce87c2
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Increase reranking candidate retrieval multiplier from 3x to 10x for improved result quality
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2025-11-18 14:35:57 +02:00 |
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Yiorgis Gozadinos
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d197fb5a35
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Update docker example & relevant docs
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2025-11-17 14:21:08 +02:00 |
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Yiorgis Gozadinos
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973522ffe2
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Documentation
|
2025-11-17 13:07:46 +02:00 |
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Yiorgis Gozadinos
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dcba9d9a0e
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Benchmarks for qwen3-embedding:0.6b
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2025-11-14 15:36:36 +02:00 |
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Yiorgis Gozadinos
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4599dd1481
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Drop disable_auto_create flag, simply create only on write operations
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2025-11-13 13:53:11 +02:00 |
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Yiorgis Gozadinos
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8e802d4a91
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Default vacuum_retention_seconds increased from 60 seconds to 86400 seconds (1 day) for better version retention in typical workflows
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2025-11-13 13:31:53 +02:00 |
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Yiorgis Gozadinos
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032625b0bb
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Refactor everything graph-related under the graph module
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2025-11-13 13:22:03 +02:00 |
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Yiorgis Gozadinos
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8f0597e89e
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Update deep ask graph
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2025-11-13 13:22:03 +02:00 |
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Yiorgis Gozadinos
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ed27acc1a2
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Update docs
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2025-11-13 13:22:02 +02:00 |
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Yiorgis Gozadinos
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9ee64a33e0
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Remove A2A from haiku.rag, turn it into an example
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2025-11-07 13:31:51 +02:00 |
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Yiorgis Gozadinos
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0b696d9629
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Remove deprecated use of env variables for configuration
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2025-11-07 10:54:32 +02:00 |
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Yiorgis Gozadinos
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b51283c647
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Use haiku.rag.yaml as the default config filename everywhere
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2025-11-07 10:42:57 +02:00 |
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Yiorgis Gozadinos
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3c557d5bfe
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Make --config a global CLI parameter, add it as a param to HaikuRAGApp
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2025-11-07 10:31:55 +02:00 |
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Yiorgis Gozadinos
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782fbafb3d
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Make graph settings part of config for both deep ask and research graphs
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2025-11-06 14:31:22 +02:00 |
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Yiorgis Gozadinos
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fa93226a28
|
Update docs
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2025-11-06 11:02:33 +02:00 |
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Yiorgis Gozadinos
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17d6a1dfee
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Bring back max_concurrency by means of asyncio.Semaphore
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2025-11-06 11:02:32 +02:00 |
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Yiorgis Gozadinos
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6858760bca
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Remove max_concurrency, not supported (yet) when we .map() in the beta Graph API
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2025-11-06 11:02:32 +02:00 |
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Yiorgis Gozadinos
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ef5e829bdc
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Update docs
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2025-11-05 12:56:03 +02:00 |
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Yiorgis Gozadinos
|
106945ddc0
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Update tutorial
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2025-11-05 12:48:14 +02:00 |
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Yiorgis Gozadinos
|
700e7c94e0
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Update docs
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2025-11-04 18:49:57 +02:00 |
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Yiorgis Gozadinos
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2f9c907031
|
Restructure into uv workspace to support minimal and full installations
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2025-11-04 17:59:12 +02:00 |
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Yiorgis Gozadinos
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1f22f74e1a
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Add filtering to document listing in CLI/client
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2025-11-04 16:02:58 +02:00 |
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Yiorgis Gozadinos
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baedf65415
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Fix typo, thanks @bd_mkt
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2025-10-30 16:31:55 +02:00 |
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Yiorgis Gozadinos
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a7fd41d24f
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Document passing config files when running evaluations
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2025-10-30 15:17:02 +02:00 |
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Yiorgis Gozadinos
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5c7c79397c
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Merge pull request #125 from ggozad/feat/filtering
Filtered searches
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2025-10-30 14:28:42 +02:00 |
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Yiorgis Gozadinos
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6e0587c40e
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Merge pull request #124 from ggozad/fix/add-src-monitor-filter
Apply configured include/exclude filters when using CLI's add-src to add a directory
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2025-10-30 14:27:00 +02:00 |
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Yiorgis Gozadinos
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2f00686605
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Support for zero entropy reranker
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2025-10-30 13:36:44 +02:00 |
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Yiorgis Gozadinos
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f0f844d21d
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Update documentation
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2025-10-30 13:07:13 +02:00 |
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Yiorgis Gozadinos
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79d3559f15
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Apply configured include/exclude filters when using CLIs add-src to add a directory recursively
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2025-10-29 14:55:00 +02:00 |
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Yiorgis Gozadinos
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5a7d90ce9f
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Change default location for config from XDG statndatd to use the platform-specific folder we use for the db as well
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2025-10-29 11:50:30 +02:00 |
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Yiorgis Gozadinos
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4e19753d0f
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Improve config docs
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2025-10-29 11:50:22 +02:00 |
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Yiorgis Gozadinos
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ad1ee52a27
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Move monitor config in its own section
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2025-10-29 11:23:56 +02:00 |
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Yiorgis Gozadinos
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e6e3273cae
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Document include/exclude patterns in FileMonitor
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2025-10-29 10:50:25 +02:00 |
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Yiorgis Gozadinos
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8ddc966bf9
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Respect OLLAMA_BASE_URL in providers.ollama.base_url config
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2025-10-28 09:26:57 +02:00 |
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Yiorgis Gozadinos
|
9f3eb1b79c
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Remove docs references to env vars
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2025-10-27 10:42:24 +02:00 |
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Yiorgis Gozadinos
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9c8ffcc212
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Drop ConfigProxy in favour of passing AppConfig as an keyword param to HaikuRag clients.
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2025-10-27 10:33:33 +02:00 |
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Yiorgis Gozadinos
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110cc447e7
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Update documentation to remove references to env variables and replace with yaml config
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2025-10-23 15:56:34 +03:00 |
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Yiorgis Gozadinos
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52fbac06e4
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Use a proxy for the global Config so we can set it programmatically
|
2025-10-23 15:51:09 +03:00 |
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Yiorgis Gozadinos
|
268c26eb4e
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Drop support for using comma separated values in monitor_directories, only use that logic when converting from env vars
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2025-10-23 14:09:20 +03:00 |
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Yiorgis Gozadinos
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469d993542
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Remove provider API keys from config, rely on environment variables for those
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2025-10-23 13:52:57 +03:00 |
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Yiorgis Gozadinos
|
0fbe8cc516
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Update documentation
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2025-10-23 11:58:47 +03:00 |
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Yiorgis Gozadinos
|
8e0fbc80fc
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Remove sqlite migration from next version
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2025-10-23 10:47:24 +03:00 |
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Yiorgis Gozadinos
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586f342a77
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Fix typos
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2025-10-20 19:22:25 +03:00 |
|
Mikko Ohtamaa
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7e2ecf0636
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Typo
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2025-10-20 19:11:41 +03:00 |
|
Mikko Ohtamaa
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623b234346
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Polish tutorial
|
2025-10-20 19:11:40 +03:00 |
|
Mikko Ohtamaa
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e5e435e028
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Adding end to end tutorial
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2025-10-20 19:11:40 +03:00 |
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Yiorgis Gozadinos
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c7e84aa2da
|
Merge pull request #111 from ggozad/feat/ag-ui-example
Full AG-UI integration example featuring an interactive frontend doing research
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2025-10-20 17:41:31 +03:00 |
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Yiorgis Gozadinos
|
3f7e410fc4
|
Add link to vimeo
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2025-10-20 17:33:38 +03:00 |
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Yiorgis Gozadinos
|
1ab15decf6
|
Update docs
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2025-10-20 16:46:55 +03:00 |
|
Mikko Ohtamaa
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47d0b7851e
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Update Python version requirement to 3.12
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2025-10-17 16:24:23 +02:00 |
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Yiorgis Gozadinos
|
b9c22e634c
|
Update docs to refer to docker
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2025-10-16 17:25:02 +03:00 |
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Yiorgis Gozadinos
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81c41ff66c
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Fix doc typo
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2025-10-14 13:36:47 +03:00 |
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Yiorgis Gozadinos
|
34b3e9969f
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Interactive client
|
2025-10-14 11:55:47 +03:00 |
|
Yiorgis Gozadinos
|
c562aa0551
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Fix typos
|
2025-10-14 09:57:52 +03:00 |
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Yiorgis Gozadinos
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c0691bc237
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Remove list documents, make separate artifacts for q/a, search & get document
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2025-10-13 18:01:24 +03:00 |
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Yiorgis Gozadinos
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1f2552bd6a
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Make serve cli command run monitor, mcp or a2a independently
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2025-10-13 18:01:24 +03:00 |
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Yiorgis Gozadinos
|
fce68a6673
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Document securing a2a
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2025-10-13 18:01:23 +03:00 |
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Yiorgis Gozadinos
|
48cdb8a1db
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Implement an LRUMemoryStorage for context
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2025-10-13 18:01:22 +03:00 |
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Yiorgis Gozadinos
|
c102d4ba15
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Document a2a
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2025-10-13 18:01:22 +03:00 |
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Yiorgis Gozadinos
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63f0e01f60
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Remove shell autocompletion. Closes #96
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2025-10-13 18:00:07 +03:00 |
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Yiorgis Gozadinos
|
0991df6d9e
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Make it possible to override the QA agent system prompt using the client
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2025-10-07 13:15:58 +03:00 |
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Yiorgis Gozadinos
|
95297432eb
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Doc updates
|
2025-10-07 12:33:14 +03:00 |
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Yiorgis Gozadinos
|
c6eaf9d5cd
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Add vacuum retention setting
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2025-10-07 10:47:28 +03:00 |
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Yiorgis Gozadinos
|
6f181e07ff
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Add Success@K metrics to retrieval benchmarks
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2025-10-06 14:54:17 +03:00 |
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Yiorgis Gozadinos
|
a6275fcf25
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Rename nodes to make it clear they are part of Q/A
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2025-09-30 16:59:36 +03:00 |
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Yiorgis Gozadinos
|
49eac86259
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Add verbose flag to ask
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2025-09-30 16:59:36 +03:00 |
|
Yiorgis Gozadinos
|
2dfb1882dd
|
Deep QA multi-agent
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2025-09-30 16:59:36 +03:00 |
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Yiorgis Gozadinos
|
43b9cd50ba
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Move evaluations to src/
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2025-09-30 13:21:53 +03:00 |
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Yiorgis Gozadinos
|
06dbdbd474
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Update docs for wix benchmarks
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2025-09-30 11:31:52 +03:00 |
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Yiorgis Gozadinos
|
6f20d9fd6d
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Update recall of qwen3 embeddings with mxbai reranking
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2025-09-30 11:31:51 +03:00 |
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Yiorgis Gozadinos
|
842e166041
|
Adapt how we measure recall when using datasets with multiple sources
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2025-09-30 11:31:51 +03:00 |
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Yiorgis Gozadinos
|
57e86d00fd
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Refactor evaluations so that we can perform with multiple datasets..
Introduce Wix dataset.
|
2025-09-30 11:31:50 +03:00 |
|
Yiorgis Gozadinos
|
87f28ed96b
|
Update docs
|
2025-09-30 11:30:35 +03:00 |
|
Yiorgis Gozadinos
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f0333e33ac
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Change default embedding to qwen3-embedding. Update benchmarks using qwen3-embedding and gpt-oss
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2025-09-26 13:23:38 +03:00 |
|
Yiorgis Gozadinos
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064b823020
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Break Evaluation node into AnalyzeInsights & DecisionNode. Use a list of updateable insights & gaps
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2025-09-24 16:26:48 +03:00 |
|
Yiorgis Gozadinos
|
57bac178dd
|
Update docs
|
2025-09-24 13:43:49 +03:00 |
|
Yiorgis Gozadinos
|
8f3055d37d
|
Parse non-strings
|
2025-09-23 16:42:40 +03:00 |
|
Yiorgis Gozadinos
|
45d0b47a02
|
Meta in CLI add-src, add
|
2025-09-23 16:39:27 +03:00 |
|
Yiorgis Gozadinos
|
0e1bf3e00d
|
CLI command to prefetch models (Ollama & Docling)
|
2025-09-23 16:30:56 +03:00 |
|
Yiorgis Gozadinos
|
5369bd5dda
|
Show db table versions
|
2025-09-23 12:44:05 +03:00 |
|
Yiorgis Gozadinos
|
c0de22c9cd
|
Show package versions
|
2025-09-23 12:34:32 +03:00 |
|
Yiorgis Gozadinos
|
52ea1ebb70
|
info command in CLI
|
2025-09-23 12:20:25 +03:00 |
|
Yiorgis Gozadinos
|
8e2829bf0e
|
Documentation update for title
|
2025-09-22 12:45:32 +03:00 |
|
Yiorgis Gozadinos
|
c11e6da60d
|
Merge pull request #68 from ggozad/feat/disable-autocreation
DISABLE_DB_AUTOCREATE option to prevent auto-creation of dbs
|
2025-09-22 12:43:51 +03:00 |
|
Yiorgis Gozadinos
|
6b7f574180
|
Config DISABLE_DB_AUTOCREATE option to not auto-create dbs
|
2025-09-22 10:09:07 +03:00 |
|
Yiorgis Gozadinos
|
dce60fa461
|
Remove SSE transport, fix cli tests
|
2025-09-20 10:58:28 +03:00 |
|
Yiorgis Gozadinos
|
9daf14fd42
|
Research graph diagram
|
2025-09-19 16:28:03 +03:00 |
|
Yiorgis Gozadinos
|
cba8ad7696
|
Research agent as a pydantic graph
|
2025-09-19 14:39:39 +03:00 |
|
Yiorgis Gozadinos
|
a215a64686
|
Refactor to give its research subagent full responsibility
|
2025-09-19 12:10:00 +03:00 |
|
Yiorgis Gozadinos
|
ccaae7cca1
|
Simplify research verbose logging
|
2025-09-19 12:10:00 +03:00 |
|
Yiorgis Gozadinos
|
714c6c627e
|
Presearch Survey agent
|
2025-09-17 17:26:48 +03:00 |
|
Yiorgis Gozadinos
|
ad80b52759
|
Update documentation
|
2025-09-17 12:51:43 +03:00 |
|
Yiorgis Gozadinos
|
4a07444030
|
Rollback version if a failure occurs when creating/updating documents
|
2025-09-15 11:54:50 +03:00 |
|
Yiorgis Gozadinos
|
765a6e647d
|
Allow for custom pre-processing after markdown is generated and before it is chunked.
|
2025-09-15 11:02:34 +03:00 |
|
Yiorgis Gozadinos
|
d90dfe258c
|
Use logfire when running evaluations
|
2025-09-12 09:45:06 +03:00 |
|
Yiorgis Gozadinos
|
455d90684b
|
Update docs
|
2025-09-10 11:46:02 +03:00 |
|
Yiorgis Gozadinos
|
13bbdc2ed6
|
Document autocomplete, add rm alias to delete
|
2025-09-05 12:04:20 +03:00 |
|
Yiorgis Gozadinos
|
bc28e60cf7
|
Support vLLM for QA agents
|
2025-09-04 15:20:37 +03:00 |
|
Yiorgis Gozadinos
|
f2847d0524
|
Reranking support for vLLM, documentation update
|
2025-09-04 13:13:10 +03:00 |
|
Yiorgis Gozadinos
|
221a00ab2f
|
Turn migration into a cli command
|
2025-09-03 11:12:23 +03:00 |
|
Yiorgis Gozadinos
|
b73949c784
|
update benchmarks
|
2025-09-02 15:10:57 +03:00 |
|
Yiorgis Gozadinos
|
9e5f11060d
|
Allow connecting to lancedb cloud, s3, gc, az etc
|
2025-09-02 12:49:17 +03:00 |
|
Yiorgis Gozadinos
|
fe850e778d
|
Remove Ollama reranker, this was a bad idea
|
2025-09-02 11:42:31 +03:00 |
|
Yiorgis Gozadinos
|
27b16bdf8d
|
Update basic benchmarks
|
2025-09-02 10:51:20 +03:00 |
|
Yiorgis Gozadinos
|
b05e5f5408
|
Set/get haiku version to db
|
2025-09-01 17:41:41 +03:00 |
|
Yiorgis Gozadinos
|
58a04db556
|
Disable reranking by default
|
2025-09-01 15:00:38 +03:00 |
|
Yiorgis Gozadinos
|
628bdc8151
|
Cleanup
|
2025-09-01 14:56:15 +03:00 |
|
Yiorgis Gozadinos
|
c69daecf53
|
update docs
|
2025-09-01 14:56:14 +03:00 |
|
Yiorgis Gozadinos
|
1f61d78165
|
Bring back QA_MODEL and keep compatibility with previous versions
|
2025-08-17 15:27:03 +02:00 |
|
Yiorgis Gozadinos
|
d6d79d5e94
|
Allow any provider/model supported by pydantic AI
|
2025-08-17 14:55:50 +02:00 |
|
Yiorgis Gozadinos
|
4e2e6e490e
|
Update extras and docs
|
2025-08-15 21:44:33 +02:00 |
|
Yiorgis Gozadinos
|
bf8a4f22be
|
Make radius a parameter we can pass to expand_context()
|
2025-08-12 16:53:45 +02:00 |
|
Yiorgis Gozadinos
|
99f7401817
|
Merge expanded context if possible
|
2025-08-12 15:02:07 +02:00 |
|
Yiorgis Gozadinos
|
e7c2a105ed
|
Use the expand_context when searching in the qa agent
|
2025-08-12 14:51:33 +02:00 |
|
Yiorgis Gozadinos
|
842e4a882d
|
Make citations optional, through cite parameter
|
2025-08-12 13:19:11 +02:00 |
|
Yiorgis Gozadinos
|
ffe867f7bb
|
Allow to disable reranking by having an empty provider
|
2025-08-10 21:02:17 +02:00 |
|
Yiorgis Gozadinos
|
5103e6c2d7
|
Add Ollama reranker
|
2025-08-10 20:50:17 +02:00 |
|
Yiorgis Gozadinos
|
8d98eed2e2
|
Make mxbai reranker optional. Only use a reranker if mxbai or cohere are installed
|
2025-08-10 19:49:14 +02:00 |
|
Yiorgis Gozadinos
|
91f6122ef7
|
Basic chunking using docling
|
2025-08-01 16:27:44 +02:00 |
|
Yiorgis Gozadinos
|
5a08816ed6
|
Replace markitdown with docling
|
2025-08-01 09:59:53 +02:00 |
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Yiorgis Gozadinos
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74eea9284a
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create_document now optionally accepts pre-computed chunks
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2025-07-26 10:42:27 +03:00 |
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Yiorgis Gozadinos
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4908ea9fcc
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Update benchmarks
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2025-07-20 22:45:24 +03:00 |
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Yiorgis Gozadinos
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ad9879802a
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Fix incorrect syntax for uv pip install with extras
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2025-07-20 22:40:12 +03:00 |
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Yiorgis Gozadinos
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942be2271c
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Update docs
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2025-07-20 11:33:09 +03:00 |
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Yiorgis Gozadinos
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c1d5334804
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Update benchmarks with reranking
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2025-07-19 19:02:47 +03:00 |
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Yiorgis Gozadinos
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a6595b1597
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Update docs
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2025-07-19 13:16:09 +03:00 |
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Yiorgis Gozadinos
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a2d7e527d1
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Update docs on configuration changes
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2025-07-14 12:00:03 +03:00 |
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Yiorgis Gozadinos
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eefd51ead6
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Update mxbai recall stats
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2025-07-09 12:50:39 +03:00 |
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Yiorgis Gozadinos
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42e62f92a1
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Better formatting of benchmark script
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2025-07-09 10:27:32 +03:00 |
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Yiorgis Gozadinos
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9d72a158a6
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Document benchmarks
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2025-07-08 19:01:54 +03:00 |
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Yiorgis Gozadinos
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2f261a33f5
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Allow multiple tool calling rounds in QA agent
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2025-07-08 12:51:58 +03:00 |
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Yiorgis Gozadinos
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b28ed57cf5
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Update docs
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2025-07-04 11:55:04 +03:00 |
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Yiorgis Gozadinos
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27e1c9fd49
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Show settings command
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2025-07-04 11:54:16 +03:00 |
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Yiorgis Gozadinos
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fb837ede69
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Documentation
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2025-07-02 11:17:16 +03:00 |
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Yiorgis Gozadinos
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273a3bda4f
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Document QA
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2025-06-28 09:37:59 +03:00 |
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Yiorgis Gozadinos
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7a1b09d5e2
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Minor doc fixes
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2025-06-27 20:08:51 +03:00 |
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Yiorgis Gozadinos
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cf9ec04170
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Fix docs
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2025-06-26 11:46:23 +03:00 |
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Yiorgis Gozadinos
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a704f300bc
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Initial skeleton for docs
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2025-06-25 20:16:08 +03:00 |
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