Third party integration - Langtrace with Mistral for open source LLM observability

README.md

@@ -62,6 +62,7 @@ Disclaimer: Examples contributed by the community and partners do not represent
 | [Indexify Integration - PDF Summarization](third_party/Indexify/pdf-summarization)                              | summarization, PDF     | Indexify   |
 | [langgraph_code_assistant_mistral.ipynb](third_party/langchain/langgraph_code_assistant_mistral.ipynb)          | code                   | Langchain  |
 | [langgraph_crag_mistral.ipynb](third_party/langchain/langgraph_crag_mistral.ipynb)                              | RAG                    | Langchain  |
+| [langtrace_mistral.ipynb](third_party/langtrace/langtrace_mistral.ipynb)                                        | OTEL Observability     | Langtrace  |
 | [llamaindex_agentic_rag.ipynb](third_party/LlamaIndex/llamaindex_agentic_rag.ipynb)                             | RAG, agent             | LLamaIndex |
 | [llamaindex_mistralai_finetuning.ipynb](third_party/LlamaIndex/llamaindex_mistralai_finetuning.ipynb)           | fine-tuning            | LLamaIndex |
 | [llamaindex_mistral_multi_modal.ipynb](third_party/LlamaIndex/llamaindex_mistral_multi_modal.ipynb)             | MultiModalLLM-Pixtral  | LLamaIndex |

third_party/Langtrace/README.md

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+# Trace and Observe your Mistral AI Models with Langtrace
+
+## What is Langtrace?
+Langtrace [(GitHub)](https://github.com/Scale3-Labs/langtrace) is an open-source and open telemetry based LLM application observability platform.
+
+## What can Langtrace help you with?
+- Capture model traces that is rich in metadata such as prompts, completions and hyper parameter settings.
+- Capture traces from all the other parts of your stack such as vector DB, framrworks etc.
+- Annotate and evaluate model generations to measure baseline performance and accuracy.
+- Run automated evaluations to test for regressions and compare models/model settings.
+- Manage and version control prompts.
+
+## How to get started with Langtrace?
+- Head over to https://langtrace.ai and sign up for a free account.
+- Create a project and grab your API key.
+- Follow the instructions on this [notebook](langtrace_mistral.ipynb)
+
+## Feedback
+If you have any feedback, please create a GitHub [Issue](https://github.com/Scale3-Labs/langtrace/issues) or reach out to us directly on [Discord](https://discord.langtrace.ai/).

third_party/Langtrace/requirements.txt

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+mistralai
+langchain
+langchain-community
+chromadb
+python-dotenv
+langtrace-python-sdk
+pypdf
+