update readmes

README.md

@@ -17,8 +17,8 @@ For example, if there is a file at `prompts/qa/stuff/basic/prompt.yaml`, the pat
 Once you have that path, you can load it in the following manner:
 
 ```python
-from langchain.prompts import load_from_hub
-prompt = load_from_hub("qa/stuff/basic/prompt.yaml")
+from langchain.prompts import load_prompt
+prompt = load_prompt('lc://prompts/qa/stuff/basic/prompt.yaml')
 ```
 
 ## Uploading

prompts/api/api_response/README.md

@@ -17,12 +17,12 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains import APIChain
 
 llm = ...
 api_docs = ...
-prompt = load_from_hub('api/api_response/<file-name>')
+prompt = load_prompt('lc://prompts/api/api_response/<file-name>')
 chain = APIChain.from_llm_and_api_docs(llm, api_docs, api_response_prompt=prompt)
 ```
 

prompts/api/api_url/README.md

@@ -15,12 +15,12 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains import APIChain
 
 llm = ...
 api_docs = ...
-prompt = load_from_hub('api/api_url/<file-name>')
+prompt = load_prompt('lc://prompts/api/api_url/<file-name>')
 chain = APIChain.from_llm_and_api_docs(llm, api_docs, api_url_prompt=prompt)
 ```
 

prompts/conversation/README.md

@@ -16,11 +16,11 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains import ConversationChain
 
 llm = ...
-prompt = load_from_hub('conversation/<file-name>')
+prompt = load_prompt('lc://prompts/conversation/<file-name>')
 chain = ConversationChain(llm=llm, prompt=prompt)
 ```
 

prompts/hello-world/README.md

@@ -8,11 +8,11 @@ Basic prompt designed to be use as a test case, will just instruct the LLM to sa
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains import LLMChain
 
 llm = ...
-prompt = load_from_hub('hello-world/<file-name>')
+prompt = load_prompt('lc://prompts/hello-world/<file-name>')
 chain = LLMChain(llm=llm, prompt=prompt)
 ```
 

prompts/llm_bash/README.md

@@ -14,11 +14,11 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains import LLMBashChain
 
 llm = ...
-prompt = load_from_hub('llm_bash/<file-name>')
+prompt = load_prompt('lc://prompts/llm_bash/<file-name>')
 chain = LLMBashChain(llm=llm, prompt=prompt)
 ```
 

prompts/llm_math/README.md

@@ -15,11 +15,11 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains import LLMMathChain
 
 llm = ...
-prompt = load_from_hub('llm_math/<file-name>')
+prompt = load_prompt('lc://prompts/llm_math/<file-name>')
 chain = LLMMathChain(llm=llm, prompt=prompt)
 ```
 

prompts/memory/summarize/README.md

@@ -16,12 +16,12 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains import ConversationChain
 from langchain.chains.conversation.memory import ConversationSummaryMemory
 
 llm = ...
-prompt = load_from_hub('memory/summarize/<file-name>')
+prompt = load_prompt('lc://prompts/memory/summarize/<file-name>')
 memory = ConversationSummaryMemory(llm=llm, prompt=prompt)
 chain = ConversationChain(llm=llm, memory=memory)
 ```

prompts/pal/README.md

@@ -16,13 +16,13 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains import PALChain
 
 llm = ...
 stop = ...
 get_answer_expr = ...
-prompt = load_from_hub('pal/<file-name>')
+prompt = load_prompt('lc://prompts/pal/<file-name>')
 chain = PALChain(llm=llm, prompt=prompt, stop=stop, get_answer_expr=get_answer_expr)
 ```
 

prompts/qa/map_reduce/question/README.md

@@ -16,11 +16,11 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains.question_answering import load_qa_chain
 
 llm = ...
-prompt = load_from_hub('qa/map_reduce/question/<file-name>')
+prompt = load_prompt('lc://prompts/qa/map_reduce/question/<file-name>')
 chain = load_qa_chain(llm, chain_type="map_reduce", question_prompt=prompt)
 ```
 

prompts/qa/map_reduce/reduce/README.md

@@ -16,11 +16,11 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains.question_answering import load_qa_chain
 
 llm = ...
-prompt = load_from_hub('qa/map_reduce/reduce/<file-name>')
+prompt = load_prompt('lc://prompts/qa/map_reduce/reduce/<file-name>')
 chain = load_qa_chain(llm, chain_type="map_reduce", combine_prompt=prompt)
 ```
 

prompts/qa/refine/README.md

@@ -17,11 +17,11 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains.question_answering import load_qa_chain
 
 llm = ...
-prompt = load_from_hub('qa/refine/<file-name>')
+prompt = load_prompt('lc://prompts/qa/refine/<file-name>')
 chain = load_qa_chain(llm, chain_type="refine", refine_prompt=prompt)
 ```
 

prompts/qa/stuff/README.md

@@ -16,11 +16,11 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains.question_answering import load_qa_chain
 
 llm = ...
-prompt = load_from_hub('qa/stuff/<file-name>')
+prompt = load_prompt('lc://prompts/qa/stuff/<file-name>')
 chain = load_qa_chain(llm, chain_type="stuff", prompt=prompt)
 ```
 

prompts/qa_with_sources/map_reduce/reduce/README.md

@@ -22,11 +22,11 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains.qa_with_sources import load_qa_with_sources_chain
 
 llm = ...
-prompt = load_from_hub('qa_with_sources/map_reduce/reduce/<file-name>')
+prompt = load_prompt('lc://prompts/qa_with_sources/map_reduce/reduce/<file-name>')
 chain = load_qa_with_sources_chain(llm, chain_type="map_reduce", combine_prompt=prompt)
 ```
 

prompts/qa_with_sources/refine/README.md

@@ -16,11 +16,11 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains.qa_with_sources import load_qa_with_sources_chain
 
 llm = ...
-prompt = load_from_hub('qa_with_sources/refine/<file-name>')
+prompt = load_prompt('lc://prompts/qa_with_sources/refine/<file-name>')
 chain = load_qa_with_sources_chain(llm, chain_type="refine", refine_prompt=prompt)
 ```
 

prompts/qa_with_sources/stuff/README.md

@@ -16,11 +16,11 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains.qa_with_sources import load_qa_with_sources_chain
 
 llm = ...
-prompt = load_from_hub('qa_with_sources/stuff/<file-name>')
+prompt = load_prompt('lc://prompts/qa_with_sources/stuff/<file-name>')
 chain = load_qa_with_sources_chain(llm, chain_type="stuff", prompt=prompt)
 ```
 

prompts/sql_query/language_to_sql_output/README.md

@@ -18,12 +18,12 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains import SQLDatabaseChain
 
 llm = ...
 database = ...
-prompt = load_from_hub('sql_query/language_to_sql_output/<file-name>')
+prompt = load_prompt('lc://prompts/sql_query/language_to_sql_output/<file-name>')
 chain = SQLDatabaseChain(llm=llm, database=database, prompt=prompt)
 ```
 

prompts/sql_query/relevant_tables/README.md

@@ -16,12 +16,12 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains import SQLDatabaseSequentialChain
 
 llm = ...
 database = ...
-prompt = load_from_hub('sql_query/relevant_tables/<file-name>')
+prompt = load_prompt('lc://prompts/sql_query/relevant_tables/<file-name>')
 chain = SQLDatabaseSequentialChain.from_llm(llm, database, decider_prompt=prompt)
 ```
 

prompts/summarize/map_reduce/map/README.md

@@ -15,11 +15,11 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains.summarize import load_summarize_chain
 
 llm = ...
-prompt = load_from_hub('summarize/map_reduce/map/<file-name>')
+prompt = load_prompt('lc://prompts/summarize/map_reduce/map/<file-name>')
 chain = load_summarize_chain(llm, chain_type="map_reduce", map_prompt=prompt)
 ```
 

prompts/summarize/refine/README.md

@@ -16,11 +16,11 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains.summarize import load_summarize_chain
 
 llm = ...
-prompt = load_from_hub('summarize/refine/<file-name>')
+prompt = load_prompt('lc://prompts/summarize/refine/<file-name>')
 chain = load_summarize_chain(llm, chain_type="refine", refine_prompt=prompt)
 ```
 

prompts/summarize/stuff/README.md

@@ -14,11 +14,11 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains.summarize import load_summarize_chain
 
 llm = ...
-prompt = load_from_hub('summarize/stuff/<file-name>')
+prompt = load_prompt('lc://prompts/summarize/stuff/<file-name>')
 chain = load_summarize_chain(llm, chain_type="stuff", prompt=prompt)
 ```
 

prompts/vector_db_qa/README.md

@@ -16,12 +16,12 @@ This is a description of the inputs that the prompt expects.
 Below is a code snippet for how to use the prompt.
 
 ```python
-from langchain.prompts import load_from_hub
+from langchain.prompts import load_prompt
 from langchain.chains import VectorDBQA
 
 llm = ...
 vectorstore = ...
-prompt = load_from_hub('vector_db_qa/<file-name>')
+prompt = load_prompt('lc://prompts/vector_db_qa/<file-name>')
 chain = VectorDBQA.from_llm(llm, prompt=prompt, vectorstore=vectorstore)
 ```