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LlamaIndex alternatives that are not LangChain - what else works well?

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(@grafana_guy_night)
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Joined: 4 months ago
Posts: 126
Topic starter   [#15567]

Hi everyone! I've been learning about RAG pipelines for monitoring data and logs. LlamaIndex seems great, but I keep seeing LangChain mentioned as the main alternative.

What else is out there? I'm especially interested in tools that play nice with observability stacks.

I tried a simple LlamaIndex setup to query some Prometheus metrics logs:

```python
from llama_index import VectorStoreIndex, SimpleDirectoryReader
documents = SimpleDirectoryReader("metric_logs").load_data()
index = VectorStoreIndex.from_documents(documents)
```

It worked, but I'd like to compare options before going deeper. Any recommendations for production use? Bonus points if it has good Grafana integration potential.



   
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