TEMPLATES Metadata (langchain-ai#13691)

Co-authored-by: Lance Martin <[email protected]>
daniel-cohere · Nov 22, 2023 · 78da341 · 78da341
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diff --git a/templates/anthropic-iterative-search/pyproject.toml b/templates/anthropic-iterative-search/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "anthropic-iterative-search"
 version = "0.0.1"
-description = ""
+description = "A virtual research assistant with the ability to search Wikipedia and answer questions"
 authors = []
 readme = "README.md"
 
@@ -18,6 +18,12 @@ langchain-cli = {extras = ["serve"], version = "^0.0.13"}
 export_module = "anthropic_iterative_search"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "research"
+author = "LangChain"
+integrations = ["Anthropic", "Wikipedia"]
+tags = ["research", "agents"]
+
 [build-system]
 requires = [
     "poetry-core",

diff --git a/templates/basic-critique-revise/README.md b/templates/basic-critique-revise/README.md
@@ -1,10 +1,10 @@
 # basic-critique-revise
 
-TODO: What does this package do
+Iteratively generate schema candidates and revise them based on errors.
 
 ## Environment Setup
 
-TODO: What environment variables need to be set (if any)
+This template uses OpenAI function calling, so you will need to set the `OPENAI_API_KEY` environment variable in order to use this template.
 
 ## Usage
 

diff --git a/templates/basic-critique-revise/pyproject.toml b/templates/basic-critique-revise/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "basic_critique_revise"
 version = "0.0.1"
-description = ""
+description = "Iteratively generate schema candidates and revise based on errors"
 authors = []
 readme = "README.md"
 
@@ -19,6 +19,12 @@ sse-starlette = "^1.6.5"
 export_module = "basic_critique_revise"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "research"
+author = "LangChain"
+integrations = ["OpenAI", "Function Calling", "Pydantic"]
+tags = ["research", "function-calling"]
+
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
diff --git a/templates/cassandra-entomology-rag/pyproject.toml b/templates/cassandra-entomology-rag/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "cassandra-entomology-rag"
 version = "0.0.1"
-description = ""
+description = "RAG using Apache Cassandra® or Astra DB"
 authors = [
     "Stefano Lottini <[email protected]>",
 ]
@@ -21,6 +21,12 @@ langchain-cli = ">=0.0.15"
 export_module = "cassandra_entomology_rag"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "rag"
+author = "DataStax"
+integrations = ["OpenAI", "Cassandra"]
+tags = ["vectordbs"]
+
 [build-system]
 requires = [
     "poetry-core",

diff --git a/templates/cassandra-synonym-caching/pyproject.toml b/templates/cassandra-synonym-caching/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "cassandra-synonym-caching"
 version = "0.0.1"
-description = ""
+description = "LLM caching backed by Apache Cassandra® or Astra DB"
 authors = [
     "Stefano Lottini <[email protected]>",
 ]
@@ -21,6 +21,12 @@ langchain-cli = ">=0.0.15"
 export_module = "cassandra_synonym_caching"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "rag"
+author = "DataStax"
+integrations = ["OpenAI", "Cassandra"]
+tags = ["vectordbs"]
+
 [build-system]
 requires = [
     "poetry-core",

diff --git a/templates/chain-of-note-wiki/pyproject.toml b/templates/chain-of-note-wiki/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "chain-of-note-wiki"
 version = "0.0.1"
-description = ""
+description = "Implementation of Chain of Note prompting for Wikipedia."
 authors = []
 readme = "README.md"
 
@@ -21,6 +21,12 @@ sse-starlette = "^1.6.5"
 export_module = "chain_of_note_wiki"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "rag"
+author = "LangChain"
+integrations = ["Anthropic", "Wikipedia", "LangChain Hub"]
+tags = ["paper", "prompt-hub"]
+
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
diff --git a/templates/chat-bot-feedback/pyproject.toml b/templates/chat-bot-feedback/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "chat-bot-feedback"
 version = "0.0.1"
-description = ""
+description = "Evaluate your chatbot without human feedback"
 authors = []
 readme = "README.md"
 
@@ -21,6 +21,12 @@ sse-starlette = "^1.6.5"
 export_module = "chat_bot_feedback.chain"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "evaluation"
+author = "LangChain"
+integrations = ["OpenAI", "LangSmith"]
+tags = ["langsmith"]
+
 [build-system]
 requires = [
     "poetry-core",

diff --git a/templates/csv-agent/pyproject.toml b/templates/csv-agent/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "csv-agent"
 version = "0.0.1"
-description = ""
+description = "Analyze csv data with Pandas and OpenAI"
 authors = []
 readme = "README.md"
 
@@ -24,6 +24,12 @@ langchain-cli = ">=0.0.15"
 export_module = "csv_agent"
 export_attr = "agent_executor"
 
+[tool.templates-hub]
+use-case = "question-answering"
+author = "LangChain"
+integrations = ["OpenAI", "Pandas"]
+tags = ["data", "agents"]
+
 [build-system]
 requires = [
     "poetry-core",

diff --git a/templates/elastic-query-generator/pyproject.toml b/templates/elastic-query-generator/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "elastic-query-generator"
 version = "0.0.1"
-description = ""
+description = "Interact with Elasticsearch analytics databases using natural language"
 authors = []
 readme = "README.md"
 
@@ -18,6 +18,12 @@ langchain-cli = ">=0.0.15"
 export_module = "elastic_query_generator"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "query"
+author = "LangChain"
+integrations = ["Elasticsearch", "OpenAI"]
+tags = ["query-generation"]
+
 [build-system]
 requires = [
     "poetry-core",

diff --git a/templates/extraction-anthropic-functions/pyproject.toml b/templates/extraction-anthropic-functions/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "extraction-anthropic-functions"
 version = "0.1.0"
-description = ""
+description = "Use Anthropic function calling for tasks like extraction or tagging"
 authors = [
     "Lance Martin <[email protected]>",
 ]
@@ -21,6 +21,12 @@ langchain-cli = ">=0.0.15"
 export_module = "extraction_anthropic_functions"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "extraction"
+author = "LangChain"
+integrations = ["Anthropic", "Function Calling"]
+tags = ["function-calling", "tagging", "extraction"]
+
 [build-system]
 requires = [
     "poetry-core",

diff --git a/templates/extraction-openai-functions/pyproject.toml b/templates/extraction-openai-functions/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "extraction-openai-functions"
 version = "0.1.0"
-description = ""
+description = "Use OpenAI function calling for tasks like extraction or tagging"
 authors = [
     "Lance Martin <[email protected]>",
 ]
@@ -19,6 +19,12 @@ langchain-cli = ">=0.0.15"
 export_module = "extraction_openai_functions"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "extraction"
+author = "LangChain"
+integrations = ["OpenAI", "Function Calling"]
+tags = ["function-calling", "tagging", "extraction"]
+
 [build-system]
 requires = [
     "poetry-core",

diff --git a/templates/guardrails-output-parser/pyproject.toml b/templates/guardrails-output-parser/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "guardrails-output-parser"
 version = "0.0.1"
-description = ""
+description = "Use guardrails-ai to validate LLM output"
 authors = []
 readme = "README.md"
 
@@ -21,6 +21,12 @@ sse-starlette = "^1.6.5"
 export_module = "guardrails_output_parser.chain"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "validation"
+author = "LangChain"
+integrations = ["Guardrails", "OpenAI"]
+tags = ["moderation"]
+
 [build-system]
 requires = [
     "poetry-core",

diff --git a/templates/hybrid-search-weaviate/pyproject.toml b/templates/hybrid-search-weaviate/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "hybrid-search-weaviate"
 version = "0.1.0"
-description = ""
+description = "Improve accuracy and relevance with Weaviate hybrid search"
 authors = ["Erika Cardenas <[email protected]>"]
 readme = "README.md"
 
@@ -24,6 +24,12 @@ version = "^1.0.0"
 export_module = "hybrid_search_weaviate"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "search"
+author = "Weaviate"
+integrations = ["Weaviate", "OpenAI"]
+tags = ["hybrid-search", "vectordb"]
+
 [build-system]
 requires = [
     "poetry-core",

diff --git a/templates/hyde/pyproject.toml b/templates/hyde/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "hyde"
 version = "0.0.1"
-description = ""
+description = "Retrieval with Hypothetical Document Embeddings (HyDE)"
 authors = []
 readme = "README.md"
 
@@ -22,6 +22,12 @@ sse-starlette = "^1.6.5"
 export_module = "hyde.chain"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "rag"
+author = "LangChain"
+integrations = ["OpenAI", "ChromaDB"]
+tags = ["paper"]
+
 [tool.poe.tasks.start]
 cmd = "uvicorn langchain_cli.dev_scripts:create_demo_server --reload --port $port --host $host"
 args = [

diff --git a/templates/llama2-functions/pyproject.toml b/templates/llama2-functions/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "llama2-functions"
 version = "0.1.0"
-description = ""
+description = "Extraction with a JSON-output LLaMA2 model"
 authors = [
     "Lance Martin <[email protected]>",
 ]
@@ -19,6 +19,12 @@ langchain-cli = ">=0.0.15"
 export_module = "llama2_functions"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "extraction"
+author = "LangChain"
+integrations = ["Llama.cpp", "Replicate"]
+tags = ["local-llm", "function-calling"]
+
 [build-system]
 requires = [
     "poetry-core",

diff --git a/templates/mongo-parent-document-retrieval/pyproject.toml b/templates/mongo-parent-document-retrieval/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "mongo-parent-document-retrieval"
 version = "0.0.1"
-description = ""
+description = "RAG using MongoDB and OpenAI"
 authors = []
 readme = "README.md"
 
@@ -22,6 +22,12 @@ sse-starlette = "^1.6.5"
 export_module = "mongo_parent_document_retrieval"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "rag"
+author = "LangChain"
+integrations = ["MongoDB", "OpenAI"]
+tags = ["vectordb"]
+
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
diff --git a/templates/neo4j-advanced-rag/pyproject.toml b/templates/neo4j-advanced-rag/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "neo4j-advanced-rag"
 version = "0.1.0"
-description = ""
+description = "Balance precise embeddings and context retention with advanced strategies"
 authors = [
     "Tomaz Bratanic <[email protected]>",
 ]
@@ -18,6 +18,12 @@ neo4j = "^5.14.0"
 export_module = "neo4j_advanced_rag"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "rag"
+author = "Neo4j"
+integrations = ["Neo4j", "OpenAI"]
+tags = ["vectordb", "parent", "summarization"]
+
 [build-system]
 requires = [
     "poetry-core",

diff --git a/templates/neo4j-cypher-ft/pyproject.toml b/templates/neo4j-cypher-ft/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "neo4j-cypher-ft"
 version = "0.1.0"
-description = ""
+description = "Interact with a Neo4j graph database using natural language"
 authors = [
     "Tomaz Bratanic <[email protected]>",
 ]
@@ -20,6 +20,12 @@ langchain-cli = ">=0.0.15"
 export_module = "neo4j_cypher_ft"
 export_attr = "chain"
 
+[tool.templates-hub]
+use-case = "query"
+author = "Neo4j"
+integrations = ["Neo4j", "OpenAI"]
+tags = ["search", "graph-database", "query"]
+
 [build-system]
 requires = [
     "poetry-core",