Repository navigation
feat(sample): add Dozer + LLM + Vector DB + LangChain credit card chatbot sample (#1690) - #2558
Open
properSkux wants to merge 1 commit into
Open
properSkux wants to merge 1 commit into
properSkux wants to merge 1 commit into
Conversation
…tbot sample (getdozer#1690) - Add `dozer-config.yaml` joining `customers` and `transactions` into `customer_profiles` alongside `credit_cards` REST/gRPC endpoints - Add `dozer_client.py` with REST query integration and hard credit-score/income/KYC underwriting gates - Add `vector_rag_chatbot.py` indexing eligible credit card products for semantic retrieval and LangChain grounded generation - Add unit test suite (`test_chatbot.py`) and setup documentation Fixes getdozer#1690 Signed-off-by: Lucas Oliveira <kalopsia3445@gmail.com>
|
|
This branch has not been deployed
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
Implements a complete working sample for Dozer + LLM + Vector Database + LangChain hyper-personalized credit card recommendations (#1690):
Multi-Dataset Dozer Pipeline (
usecases/llm-credit-card-chatbot/dozer-config.yaml):customers.csv,transactions.csv, andcredit_cards.csvvia DozerLocalStorage.customer_profilesview (total_spend,tx_count,credit_score,annual_income,preferred_category,kyc_verified) and exposes/customer_profilesand/credit_cardsendpoints.Dozer REST Integration & Underwriting Filter (
dozer_client.py):/customer_profiles/queryand/credit_cards/queryand enforces hard underwriting gates (kyc_verified,min_credit_score,min_annual_income) before vector retrieval.Vector Search & LangChain Advisor (
vector_rag_chatbot.py,test_chatbot.py):Fixes #1690
Fixes #1690
/claim #1690
Companion PR in
getdozer/dozer-samples: getdozer/dozer-samples#149