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[Improvements] Add support for creating app from YAML string config (#980)

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This commit is contained in:
Deven Patel
2023-11-29 12:25:30 -08:00
committed by GitHub
parent e35eaf1bfc
commit 406c46e7f4
34 changed files with 351 additions and 179 deletions
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53
docs/get-started/faq.mdx
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@@ -2,13 +2,36 @@
title: ❓ FAQs
description: 'Collections of all the frequently asked questions'
---
#### Does Embedchain support OpenAI's Assistant APIs?
<AccordionGroup>
<Accordion title="Does Embedchain support OpenAI's Assistant APIs?">
Yes, it does. Please refer to the [OpenAI Assistant docs page](/get-started/openai-assistant).
</Accordion>
<Accordion title="How to use MistralAI language model?">
Use the model provided on huggingface: `mistralai/Mistral-7B-v0.1`
<CodeGroup>
```python main.py
import os
from embedchain import Pipeline as App
#### How to use `gpt-4-turbo` model released on OpenAI DevDay?
os.environ["OPENAI_API_KEY"] = "sk-xxx"
os.environ["HUGGINGFACE_ACCESS_TOKEN"] = "hf_your_token"
app = App.from_config("huggingface.yaml")
```
```yaml huggingface.yaml
llm:
provider: huggingface
config:
model: 'mistralai/Mistral-7B-v0.1'
temperature: 0.5
max_tokens: 1000
top_p: 0.5
stream: false
```
</CodeGroup>
</Accordion>
<Accordion title="How to use ChatGPT 4 turbo model released on OpenAI DevDay?">
Use the model `gpt-4-turbo` provided my openai.
<CodeGroup>
```python main.py
@@ -18,7 +41,7 @@ from embedchain import Pipeline as App
os.environ['OPENAI_API_KEY'] = 'xxx'
# load llm configuration from gpt4_turbo.yaml file
app = App.from_config(yaml_path="gpt4_turbo.yaml")
app = App.from_config(config_path="gpt4_turbo.yaml")
```
```yaml gpt4_turbo.yaml
@@ -31,12 +54,9 @@ llm:
top_p: 1
stream: false
```
</CodeGroup>
#### How to use GPT-4 as the LLM model?
</Accordion>
<Accordion title="How to use GPT-4 as the LLM model?">
<CodeGroup>
```python main.py
@@ -46,7 +66,7 @@ from embedchain import Pipeline as App
os.environ['OPENAI_API_KEY'] = 'xxx'
# load llm configuration from gpt4.yaml file
app = App.from_config(yaml_path="gpt4.yaml")
app = App.from_config(config_path="gpt4.yaml")
```
```yaml gpt4.yaml
@@ -61,9 +81,8 @@ llm:
```
</CodeGroup>
#### I don't have OpenAI credits. How can I use some open source model?
</Accordion>
<Accordion title="I don't have OpenAI credits. How can I use some open source model?">
<CodeGroup>
```python main.py
@@ -73,7 +92,7 @@ from embedchain import Pipeline as App
os.environ['OPENAI_API_KEY'] = 'xxx'
# load llm configuration from opensource.yaml file
app = App.from_config(yaml_path="opensource.yaml")
app = App.from_config(config_path="opensource.yaml")
```
```yaml opensource.yaml
@@ -93,8 +112,10 @@ embedder:
```
</CodeGroup>
#### How to contact support?
</Accordion>
</AccordionGroup>
#### Need more help?
If docs aren't sufficient, please feel free to reach out to us using one of the following methods:
<Snippet file="get-help.mdx" />