Add LLM RAG example (#89)

* add materializer * aadd custom zenml agent prompt * change pipeline name and add agent step * add agent example * add first version of notebook * update notebook * remove some outputs * update diagram * update diagram * update diagram * add jpg image * update diagram * add test script * comment out parser for now * add reqs and integrations to pipeline * update notebook * add link to ngrok * add zenml down before up * add mcp and artifact metadata * update notebook * replace hf with openai embeddings * enhance personality and tool metadata * allow diff personalities * add inference function that logs all question and answers * rename folder * clean up old zenml fetch artifact code * add cloud connect command * make agent a model artifact * update notebook. add images * update prompt * update agent creator step in file * remove cell output for zenml up * delete more outputs * license update year * start updating the readme * update README * revert year for other projects * rename pipeline file * remove unnecessary code * update zenml 0.55.0 and other packages * removed errors all over the place * fix version to 0.55.0 * fix pipeline reference * Added configs * Links * Typis * update notebook * add image * fix spellings --------- Co-authored-by: Jayesh Sharma <[email protected]>
zenml-io · Jan 25, 2024 · 7d1fa76 · 7d1fa76
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diff --git a/.typos.toml b/.typos.toml
@@ -13,6 +13,7 @@ GOES = "GOES"
 lenght = "lenght"
 preprocesser = "preprocesser"
 Preprocesser = "Preprocesser"
+Implicitly = "Implicitly"
 
 [default]
 locale = "en-us"
diff --git a/README.md b/README.md
@@ -70,7 +70,7 @@ A list of updated and maintained projects by the ZenML team and the community:
 | [LLMs To Analyze Databases](supabase-openai-summary)                   | NLP, LLMs                             | `gcp` `slack`                                                            |
 | [GitFlow ZenML Project](https://github.com/zenml-io/zenml-gitflow)     | MLOps with ZenML and GitHub Workflows | `mlflow` `deepchecks` `kserve` `kubeflow` `sklearn` `vertex` `aws` `gcp` |
 | [ZenNews](zen-news-summarization)                                      | NLP                                   | `gcp` `vertex` `discord`                                                 |
-| [Langchain Slackbot](langchain-llamaindex-slackbot)                    | NLP, LLMs                             | `slack` `langchain` `llama_index`                                        |
+| [LLM RAG Pipeline with Langchain and OpenAI](llm-agents/)                    | NLP, LLMs                             | `slack` `langchain` `llama_index`                                        |
 | [Orbit User Analysis](orbit-user-analysis)                             | Data Analysis, Tabular                | -                                                                        |
 | [Huggingface to Sagemaker](huggingface-sagemaker)                      | NLP                                   | `pytorch` `mlflow` `huggingface` `aws` `s3` `kubeflow` `slack` `github`  |
 

diff --git a/langchain-llamaindex-slackbot/README.md b/langchain-llamaindex-slackbot/README.md
diff --git a/langchain-llamaindex-slackbot/src/.dockerignore b/langchain-llamaindex-slackbot/src/.dockerignore
diff --git a/langchain-llamaindex-slackbot/src/Dockerfile-slackbot b/langchain-llamaindex-slackbot/src/Dockerfile-slackbot