Yiorgis Gozadinos
090be293d2
Clarify folder mounts in docker docs, check monitor paths exist in FileWatcher
2025-12-19 11:58:08 +02:00
Yiorgis Gozadinos
98727ad080
Add global --read-only mode in CLI
2025-12-18 16:43:49 +02:00
Yiorgis Gozadinos
1a8f72f99a
Add is_read_only property to Store. Guard all write operations in repositories
2025-12-18 15:55:24 +02:00
Yiorgis Gozadinos
a1f5d944ba
Replace custom event classes with ag_ui.core types
2025-12-18 12:07:37 +02:00
Yiorgis Gozadinos
ff13be1210
Human-in-the-loop in ag-ui-example
2025-12-18 11:48:34 +02:00
Yiorgis Gozadinos
9818cac4eb
Fix agui tool call args being a json string
2025-12-18 11:48:34 +02:00
Yiorgis Gozadinos
218126de8d
Interactive research agent through AGUI client-side tool calls in CLI
2025-12-18 11:48:34 +02:00
Yiorgis Gozadinos
45de9bf0d5
Flatten graph structure, simplify
2025-12-18 11:41:57 +02:00
Yiorgis Gozadinos
f0a7abd953
Remove deep qa graph, everything now uses the simplified research graph
2025-12-18 11:41:10 +02:00
Yiorgis Gozadinos
50b7fb4461
Chunkers now set chunk.order directly
2025-12-18 11:35:48 +02:00
Yiorgis Gozadinos
3149552a61
Add 'plain' format and fallback for text conversion
2025-12-12 18:11:25 +02:00
Yiorgis Gozadinos
5c4799164c
Escape when getting by URI
2025-12-12 10:56:37 +02:00
Yiorgis Gozadinos
f25a949758
Fix tests
2025-12-11 16:05:49 +02:00
Yiorgis Gozadinos
448d00f9b2
Add pagination to chunk repo's get_by_document_id
2025-12-11 15:38:19 +02:00
Yiorgis Gozadinos
5f4f5f70f0
Search filter in qa & research graphs
2025-12-11 14:37:43 +02:00
Yiorgis Gozadinos
2161727716
Add auto_vacuum config option to control automatic vacuuming
2025-12-10 11:42:14 +02:00
Yiorgis Gozadinos
ed809759d5
Fix mxbai rerank default model
2025-12-10 11:39:33 +02:00
Yiorgis Gozadinos
68457f251e
Do not generate base64 images by default
2025-12-09 18:42:56 +02:00
Yiorgis Gozadinos
2e06cf5277
Delete unecessary tests
2025-12-09 18:33:13 +02:00
Yiorgis Gozadinos
156bba3359
Infinite scroll lazy load document list in inspector
2025-12-09 17:48:27 +02:00
Yiorgis Gozadinos
9e16e8dc98
Fix text_context_radius references
2025-12-09 17:42:18 +02:00
Yiorgis Gozadinos
802f058205
Move search related config under SearchConfig
2025-12-09 12:28:28 +02:00
Yiorgis Gozadinos
4da50873bd
Make search limit configurable
2025-12-09 11:46:43 +02:00
Yiorgis Gozadinos
a56e1ba67c
Simplify import_document, update_document
2025-12-08 18:19:12 +02:00
Yiorgis Gozadinos
06b4f6a224
Add format parameter for text-to-DoclingDocument conversion
2025-12-08 15:56:21 +02:00
Yiorgis Gozadinos
1b14a4643d
Remove unused bounding box calculations
2025-12-08 15:56:21 +02:00
Yiorgis Gozadinos
9a5f8e4368
Add type-aware context expansion for search results
2025-12-08 15:56:21 +02:00
Yiorgis Gozadinos
4f0f214f26
Remove unecessary tests, add no coverage pragmas where appropriate
2025-12-08 15:56:02 +02:00
Yiorgis Gozadinos
2572125804
Move embedding logic from ChunkRepository to client._ensure_chunks_embedded()
2025-12-08 15:56:02 +02:00
Yiorgis Gozadinos
e97d235c98
Unify update_document, update_document_fields
2025-12-08 15:56:02 +02:00
Yiorgis Gozadinos
16ba3a9962
Remove create_chunks_for_document from repositories
2025-12-08 15:56:01 +02:00
Yiorgis Gozadinos
17c7147a49
Remove pre-processor, no longer needed
2025-12-08 15:56:01 +02:00
Yiorgis Gozadinos
69b1afa534
Remove _create_and_chunk & _update_and_rechunk, keep storage independent of chunking
2025-12-08 15:55:31 +02:00
Yiorgis Gozadinos
e299aed788
contextualize() and embed_chunks() utilities in embeddings
2025-12-08 15:55:30 +02:00
Yiorgis Gozadinos
4fbb4609b6
HaikuRag.chunk() utility method
2025-12-08 15:55:30 +02:00
Yiorgis Gozadinos
ace915473c
HaikuRag.convert() utility method
2025-12-08 15:55:30 +02:00
Yiorgis Gozadinos
ab57c55eaa
Drop ChunkWithMetadata, use good old Chunk
2025-12-08 15:55:30 +02:00
Yiorgis Gozadinos
33e6a36290
Make document import/update handling consistent for DoclingDocument
2025-12-08 15:55:29 +02:00
Yiorgis Gozadinos
60ab864fc1
Add docling_document_json to update_document_fields() and
2025-12-08 15:55:29 +02:00
Yiorgis Gozadinos
8e30f67266
Introduce import_document(), remove chunks from create_document()
2025-12-08 15:55:29 +02:00
Yiorgis Gozadinos
de14bb9f90
Avoid citation meta inside LLM context
2025-12-08 15:55:28 +02:00
Yiorgis Gozadinos
a57203065a
Fix test
2025-12-08 15:55:28 +02:00
Yiorgis Gozadinos
910d382748
Introduce visualize_chunk(), refactor inspector to use it
2025-12-08 15:55:27 +02:00
Yiorgis Gozadinos
b5bd56e110
Fix after rebase
2025-12-08 15:55:27 +02:00
Yiorgis Gozadinos
d808c6c425
Simplify citations in qa & graph agents
2025-12-08 15:55:27 +02:00
Yiorgis Gozadinos
16a97cc140
Properly expand context in the case of docling documents and merge chunks and meta
2025-12-08 15:55:26 +02:00
Yiorgis Gozadinos
c69b934eac
Incorporate additional docling meta in search(), expand_context() and relevant qa/research agents
2025-12-08 15:54:56 +02:00
Yiorgis Gozadinos
d267b2c433
LRU cache for DoclingDocument
2025-12-08 15:54:31 +02:00
Yiorgis Gozadinos
a5d8af07e9
Resolve DoclingDocument
2025-12-08 15:54:31 +02:00
Yiorgis Gozadinos
84aa46a10b
Update rebuild to handle DoclingDocument json
2025-12-08 15:54:31 +02:00
Yiorgis Gozadinos
ad4e79ab5d
Store DoclingDocument json
2025-12-08 15:54:31 +02:00
Yiorgis Gozadinos
343272d6fb
Chunkers return chunks with metadata, i.e. (refs, labels, headings, page_numbers)
2025-12-08 15:54:31 +02:00
Yiorgis Gozadinos
44e8d7b340
Update Document & Chunk schemas to include DoclingDocument references.
2025-12-08 15:54:30 +02:00
Yiorgis Gozadinos
33b254ae3d
Always upgrade database on access. Explicitly create db by running init or HaikuRAG(path, create=True)
2025-12-02 16:49:55 +02:00
Yiorgis Gozadinos
3525fae625
Use EmbeddingModelConfig similar to ModelConfig for embeddings
2025-12-02 11:55:31 +02:00
Yiorgis Gozadinos
e548a51ff7
Optimized rebuild --embed-only to use batch updates via LanceDB merge_insert instead of individual chunk updates
2025-12-01 17:53:27 +02:00
Yiorgis Gozadinos
88a4edb537
--embed-only, --rechunk options in rebuild command
2025-11-28 10:11:52 +02:00
Yiorgis Gozadinos
51104ddb5a
Use httpx for docling-serve
2025-11-27 15:06:13 +02:00
Yiorgis Gozadinos
e40c352026
Switch from requests to httpx.AsyncClient for docling-serve
2025-11-26 18:00:29 +02:00
Yiorgis Gozadinos
14bdb7cb27
async versions for convert_file() convert_text()
2025-11-26 17:46:25 +02:00
Yiorgis Gozadinos
0303e6a8cd
Support LMStudio
2025-11-26 10:31:40 +02:00
Yiorgis Gozadinos
283c44867d
Generate the config from the AppConfig model directly, add tests
2025-11-26 10:17:22 +02:00
Yiorgis Gozadinos
2c554a9350
Do not use private methods in tests
2025-11-25 14:19:28 +02:00
Yiorgis Gozadinos
e83978f88b
Revert embeddings to use flat config
2025-11-25 12:51:58 +02:00
Yiorgis Gozadinos
a9701616c8
Rename model to name under model
2025-11-25 12:28:43 +02:00
Yiorgis Gozadinos
1bb7b6d5bd
Add support for per-model configuration settings including thinking, temperature and max_tokens
2025-11-25 12:14:24 +02:00
Yiorgis Gozadinos
13d3a366e8
Enhanced ActivitySnapshot events with richer structured data
2025-11-24 16:18:27 +02:00
Yiorgis Gozadinos
b5892699a0
Use Mean Reciprocal Rank for single document evaluation as metric. Use Mean Average Precision for variable document evaluation as metric
2025-11-24 14:49:30 +02:00
Yiorgis Gozadinos
89a2668c25
inspector command that runs a textual app to browse documents and chunks in the database
2025-11-21 16:48:34 +02:00
Yiorgis Gozadinos
8c02e865c7
Change default embedding model to qwen3-embedding:4b
2025-11-21 16:30:41 +02:00
Yiorgis Gozadinos
2f54ee7d59
Replace allow_create with cleaner read_only. Elaborate on the test_info tests
2025-11-21 14:37:33 +02:00
Yiorgis Gozadinos
c45d507213
Allow custom config when building research/deep ask graphs. Closes #149
2025-11-21 12:37:41 +02:00
Yiorgis Gozadinos
5c4a32f1c8
Fix ACTIVITY_SNAPSHOT payloads. Closes #150
2025-11-21 12:27:54 +02:00
Yiorgis Gozadinos
5089ea4203
New update_document_fields() method for partial document updates
2025-11-19 11:37:36 +02:00
Yiorgis Gozadinos
0bb3f4301c
Additional options for document conversion with docling
2025-11-18 15:44:04 +02:00
Yiorgis Gozadinos
81b7c7d9d1
Tests for docling-serve chunker
2025-11-17 13:05:06 +02:00
Yiorgis Gozadinos
75cbdb47a8
Add chunker configuration options
...
- Add `chunker_type` config field to choose between "hybrid" (default) and "hierarchical" chunking strategies
- Add `chunking_merge_peers` config field for HybridChunker (default: true)
- Add `chunking_use_markdown_tables` config field to control table serialization format (default: false, matching docling's default)
2025-11-17 13:05:06 +02:00
Yiorgis Gozadinos
de5bb117fe
Chunker abstraction
2025-11-17 13:05:06 +02:00
Yiorgis Gozadinos
541552215e
Switch to using HuggingFace tokenizers
2025-11-17 13:05:05 +02:00
Yiorgis Gozadinos
fe7d0c5c24
Implement docling-serve converter
2025-11-17 13:05:05 +02:00
Yiorgis Gozadinos
7ba1c2376e
Introduce converters for supporting more than local docling document conversion. Transform existing FileReader and utils to "docling-local" converter
2025-11-17 13:05:05 +02:00
Yiorgis Gozadinos
4599dd1481
Drop disable_auto_create flag, simply create only on write operations
2025-11-13 13:53:11 +02:00
Yiorgis Gozadinos
4a623934b2
Log additional ag-ui events in the cli renderer
2025-11-13 13:22:52 +02:00
Yiorgis Gozadinos
68d1127e46
Compute and emit state deltas instead of full state snapshots by default
2025-11-13 13:22:52 +02:00
Yiorgis Gozadinos
032625b0bb
Refactor everything graph-related under the graph module
2025-11-13 13:22:03 +02:00
Yiorgis Gozadinos
8f0597e89e
Update deep ask graph
2025-11-13 13:22:03 +02:00
Yiorgis Gozadinos
dccef431b0
Update tests
2025-11-13 13:22:02 +02:00
Yiorgis Gozadinos
908296e155
Do not create unecessary DoclingDocument when chunks are provided. Rename private _create_with_docling & _update_with_docling to _create_and_chunk & _update_and_rechunk
2025-11-13 13:16:15 +02:00
Yiorgis Gozadinos
b6650d0486
Introduce delete_orphans in monitor (default=false) to delete db entries that do not resolve in the filesystem
2025-11-07 14:40:13 +02:00
Yiorgis Gozadinos
31713e5fb6
Properly skip (and log as such) documents without changing updated_at when the md5 hash is unchanged
2025-11-07 14:00:05 +02:00
Yiorgis Gozadinos
9ee64a33e0
Remove A2A from haiku.rag, turn it into an example
2025-11-07 13:31:51 +02:00
Yiorgis Gozadinos
5d88e3b87f
Fix CLI test mocks
2025-11-07 11:52:15 +02:00
Yiorgis Gozadinos
0b696d9629
Remove deprecated use of env variables for configuration
2025-11-07 10:54:32 +02:00
Yiorgis Gozadinos
782fbafb3d
Make graph settings part of config for both deep ask and research graphs
2025-11-06 14:31:22 +02:00
Yiorgis Gozadinos
38861da549
Go back and separate common patters in graph_common
2025-11-06 11:02:32 +02:00
Yiorgis Gozadinos
9075dac23a
Remove graph common and move its content to deep QA, research.
2025-11-06 11:02:32 +02:00
Yiorgis Gozadinos
bc71ad6fb0
Refactor research, deep ask to work with new beta pyndtic AI graph
2025-11-06 11:02:32 +02:00
Yiorgis Gozadinos
b8bc6d9b68
Let ruff know about our package structure
2025-11-05 17:47:27 +02:00
Yiorgis Gozadinos
1f22f74e1a
Add filtering to document listing in CLI/client
2025-11-04 16:02:58 +02:00
Yiorgis Gozadinos
d19d2b7f00
Fix tests
2025-10-31 12:50:08 +02:00
