osanseviero
commited on
Commit
•
8fb8b32
1
Parent(s):
c0e384e
Upload with huggingface_hub
Browse files- README.md +32 -0
- prompt.json +10 -0
README.md
ADDED
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
---
|
3 |
+
tags:
|
4 |
+
- langchain
|
5 |
+
- prompt
|
6 |
+
---
|
7 |
+
|
8 |
+
# Description of QA Refine
|
9 |
+
|
10 |
+
Prompts designed to be used to refine original answers during question answering chains using the refine method.
|
11 |
+
|
12 |
+
## Inputs
|
13 |
+
|
14 |
+
This is a description of the inputs that the prompt expects.
|
15 |
+
|
16 |
+
1. question: Original question to be answered.
|
17 |
+
2. existing_answer: Existing answer from previous documents.
|
18 |
+
3. context_str: New piece of context to use to refine the existing answer.
|
19 |
+
|
20 |
+
## Usage
|
21 |
+
|
22 |
+
Below is a code snippet for how to use the prompt.
|
23 |
+
|
24 |
+
```python
|
25 |
+
from langchain.prompts import load_prompt
|
26 |
+
from langchain.chains.question_answering import load_qa_chain
|
27 |
+
|
28 |
+
llm = ...
|
29 |
+
prompt = load_prompt('lc://prompts/qa/refine/<file-name>')
|
30 |
+
chain = load_qa_chain(llm, chain_type="refine", refine_prompt=prompt)
|
31 |
+
```
|
32 |
+
|
prompt.json
ADDED
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"input_variables": [
|
3 |
+
"question",
|
4 |
+
"existing_answer",
|
5 |
+
"context_str"
|
6 |
+
],
|
7 |
+
"output_parser": null,
|
8 |
+
"template": "The original question is as follows: {question}\\nWe have provided an existing answer: {existing_answer}\\nWe have the opportunity to refine the existing answer(only if needed) with some more context below.\\n------------\\n{context_str}\\n------------\\nGiven the new context, refine the original answer to better answer the question. If the context isn't useful, return the original answer.",
|
9 |
+
"template_format": "f-string"
|
10 |
+
}
|