riivault_/ENTITY 4417
● LiveproductLLM frameworksrepo:run-llama/llama_indexnpm:llamaindexpypi:llama-indexse_tag:llama-index
Entity drill-down · last 90 days ·30d90d180d

LlamaIndex

Steady · Discussion moved +10.6%, downloads moved -9.5% — neither is moving much. (as of 2026·08·12)

Who is talking
0.49
119 distinct voices across 241 mentions

Distinct voices per mention. 1.00 means every mention came from a different person; a low number means a handful of people are driving the volume. Authors are counted once per day, so someone who posts across several days counts more than once over the whole window. The figure can overstate breadth, never understate it.

Where it is being said
github100%
hackernews0%

A wave of praise on a forum and a rapidly filling issue tracker both show up as “mentions up” until you see where they came from.

Agreement
Split
spread 0.51 · sides 69% even

Opinion is genuinely divided. The average sentiment sits near zero because the two sides cancel out, not because people are lukewarm.

SRC: 649 mentions in window · net sentiment 0.04 · 5 adoption series · derived aggregates only

Mentions / dayall sources combined
06-0407-2008-12
latest 19 mentions06-04 .. 08-12
Sentiment curve0.04 current
06-0407-2008-12
latest 0.0406-04 .. 08-12
GitHub releases / dayadoption
06-2406-24
latest 106-24 .. 06-24
GitHub stars (total)adoption
08-0608-0908-12
latest 51.6k08-06 .. 08-12
npm downloads / dayadoption
07-0707-2308-09
latest 8,60607-07 .. 08-09
PyPI downloads / dayadoption
05-1506-2808-11
latest 238.9k05-15 .. 08-11
Stack Overflow questions / dayadoption
07-2407-24
latest 107-24 .. 07-24
What people are asking forlatest 20 entries
What was saidKindTimesFirst / LastMomentum
BedrockEmbedding ignores additional_kwargs for Cohere models, preventing the ability to set output_dimension on Cohere Embed v4.Bug108-11 → 08-11+0%
Hash is saved before transformation runs in docstore duplicates_only strategy, causing documents to be skipped on re-run if transformation fails.Bug108-11 → 08-11+0%
Documents disappear from index when transformation pipeline fails with docstore eager deletes.Bug108-11 → 08-11+0%
MultiStepQueryEngine.aquery() delegates to a synchronous query method instead of its async counterpart, causing blocking work in the event loop.Bug108-11 → 08-11+0%
A test was added to cover the identified edge case and all tests pass.Praise108-11 → 08-11+0%
The pull request is still active and has been rebased onto latest main with updated dependencies and verified against multiple modes.Praise108-11 → 08-11+0%
pandas is imported at module level but only listed in dev dependencies, causing import failures for users who don't have pandas installed.Bug108-10 → 08-10+0%
The llama-index-vector-stores-lancedb package fails to import in a clean environment because it imports pandas at module level but does not declare it as a runtime dependency.Bug108-10 → 08-10+0%
StructuredLLM.chat() replaces ChatResponse.raw with parsed structured output instead of preserving provider-native raw response with metadata.Pain point108-09 → 08-09+0%
Deduplication of Knowledge Graph entity nodes in vector store is needed to prevent duplicates.Pain point108-07 → 08-07+0%
Runtime verification for AgentWorkflow tool calls would help prevent security issues like RCE and SSRF.Pain point108-07 → 08-07+0%
Add documentation/discovery entry for the Talordata SERP LlamaIndex Tools integration.Feature request108-07 → 08-07+0%
Deprecate llama-index-callbacks-langfuse in favor of OpenTelemetry.Feature request108-07 → 08-07+0%
List llama-index-tools-nimble in LlamaHub Agent Tools discovery.Feature request108-07 → 08-07+0%
Pickle deserialization in workflows context serializers allows remote code execution via untrusted data.Bug108-07 → 08-07+0%
SharePointReader silently loses files when different SharePoint folders contain files with the same name.Bug108-07 → 08-07+0%
SharePointReader ignores the recursive=False parameter during remote file discovery.Bug108-07 → 08-07+0%
BoxReader silently loses files when a recursive folder read contains distinct files with the same name in different folders.Bug108-07 → 08-07+0%
AzStorageBlobReader silently loses blobs when distinct blob names normalize to the same filename after path transformation.Bug108-07 → 08-07+0%
ReActOutputParser exhibits quadratic catastrophic backtracking when parsing tool-call regex on certain inputs.Bug108-07 → 08-07+0%
LlamaIndex · riivault