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Update install.sh
…registry image. (endee-io#6) Co-authored-by: Burhan Kapdawala <burhan@endee.io>
…er_hybrid_correction Fix: Delete vectors from sparse storage when deleting by filter
…date README with usage instructions.
feat: Add run.sh helper script
feat: Implement backup download and upload API endpoints
quantization optimization and bug fixes
clean of DISABLE_HYBRID_QUANTIZATION and fixing of binary index bug
…dee-io#30) * first commit * readme update --------- Co-authored-by: Shaleen Garg <shaleengarg.in@gmail.com>
* filter aware search * multiple entry points to base layer * progressive filtering approach * budget based pruning * filter_params
* fix:sparse storage db path correction * Apply suggestion from @Copilot change variable name Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: rajeshkomaravelli <rajeshkomuravelli333@gmail.com> Co-authored-by: Vineet Dwivedi <164136199+vindwid@users.noreply.github.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* backfill * vector cache - dynamic hot cache
…_api add meta and filter in application/json in insert api
Co-authored-by: rajeshkomaravelli <rajeshkomuravelli333@gmail.com>
This has major changes related to graph, backfill, vector cache and SIMD and few bug fixes. Not an ideal commit. 1. Backfill now does not require extra neighbors. This means that the index will be consistent 2. SIMD optimization for AVX512 and SVE2 3. Narrow beam search at L1 is replaced with greedy search 4. Hybrid quantization is removed. It had memory efficient and speed gain at the cost of minor impact on recall. 5. We are not multiplying in batches. This will make porting to GPU easier. We can also optimize the registers with sticky query vector. 6. Vector cache has 7. Bug fix where enry id was updated. It was creating a separate graph. 9. Bug fix when updating for vector cache refresh.
* bug fix * memory order * explicit checks
* async backup job * streaming backup downloads * backup-system docs * using only operation_mutex * correction * Stream downloading backup updates (With frontend) (endee-io#40) * testing * feat: add download token for backups * refactor: remove authToken from generate_download_key * chore: update web ui link * refactor: get authToken as query param to verify download * refactor: use json_errors for download backup api * refactor: add version variable for frontend * chore: update UI version * only using unordered_map for tarcking * Using Backupstore as separate utility/helper class that handles file-level operations (tar, json, paths, tracking) * backup_store file moved to storage folder
Co-authored-by: rajeshkomaravelli <rajeshkomuravelli333@gmail.com>
* Acquire per-index operation_mutex in deleteIndex to prevent race with concurrent writes * Acquire per-index operation_mutex in deleteIndex
Co-authored-by: Shaleen Garg <shaleengarg.in@gmail.com>
* fix:sve2 instruction compile error * changing from size_t to svptrue --------- Co-authored-by: rajeshkomaravelli <rajeshkomuravelli333@gmail.com>
Co-authored-by: Pankaj Singh <pankajsingh1397@gmail.com>
Co-authored-by: rajeshkomaravelli <rajeshkomuravelli333@gmail.com>
Co-authored-by: Pankaj Singh <pankajsingh1397@gmail.com>
Co-authored-by: Pankaj Singh <pankajsingh1397@gmail.com>
Co-authored-by: Pankaj Singh <pankajsingh1397@gmail.com>
Co-authored-by: Pankaj Singh <pankajsingh1397@gmail.com>
Co-authored-by: Pankaj Singh <pankajsingh1397@gmail.com>
- Replace word-based chunking with recursive character chunking in rag_app/utils.py; tries paragraph/sentence separators before splitting mid-sentence, with character-level fallback - Update CHUNK_SIZE (500 words → 1000 chars) and CHUNK_OVERLAP (50 words → 200 chars) in config.py to match character-based logic - Add .streamlit/config.toml forcing light theme base so the app renders correctly regardless of system dark mode - Strengthen app.py CSS to override Streamlit dark theme variables - Replace default chat avatars with DiceBear SVG icons for user and assistant Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…fix" This reverts commit 11040ce.
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