my-project-public

repository

loading code, commits, and activity

repositories

loading repo index

#1	---
#2	title: Sarvam AI
#3	---
#4
#5	Sarvam AI is an Indian AI company developing language models with a focus on Indian languages and cultural context. Their latest model Sarvam-M is designed to understand and generate content in multiple Indian languages while maintaining high performance in English.
#6
#7	To use Sarvam AI's models, please set the `SARVAM_API_KEY` which you can get from their [platform](https://dashboard.sarvam.ai/).
#8
#9	## Usage
#10
#11	```python
#12	import os
#13	from mem0 import Memory
#14
#15	os.environ["OPENAI_API_KEY"] = "your-api-key" # used for embedding model
#16	os.environ["SARVAM_API_KEY"] = "your-api-key"
#17
#18	config = {
#19	"llm": {
#20	"provider": "sarvam",
#21	"config": {
#22	"model": "sarvam-m",
#23	"temperature": 0.7,
#24	}
#25	}
#26	}
#27
#28	m = Memory.from_config(config)
#29	messages = [
#30	{"role": "user", "content": "I'm planning to watch a movie tonight. Any recommendations?"},
#31	{"role": "assistant", "content": "How about thriller movies? They can be quite engaging."},
#32	{"role": "user", "content": "I'm not a big fan of thriller movies but I love sci-fi movies."},
#33	{"role": "assistant", "content": "Got it! I'll avoid thriller recommendations and suggest sci-fi movies in the future."}
#34	]
#35	m.add(messages, user_id="alex")
#36	```
#37
#38	## Advanced Usage with Sarvam-Specific Features
#39
#40	```python
#41	import os
#42	from mem0 import Memory
#43
#44	config = {
#45	"llm": {
#46	"provider": "sarvam",
#47	"config": {
#48	"model": {
#49	"name": "sarvam-m",
#50	"reasoning_effort": "high", # Enable advanced reasoning
#51	"frequency_penalty": 0.1, # Reduce repetition
#52	"seed": 42 # For deterministic outputs
#53	},
#54	"temperature": 0.3,
#55	"max_tokens": 2000,
#56	"api_key": "your-sarvam-api-key"
#57	}
#58	}
#59	}
#60
#61	m = Memory.from_config(config)
#62
#63	# Example with Hindi conversation
#64	messages = [
#65	{"role": "user", "content": "मैं SBI में joint account खोलना चाहता हूँ।"},
#66	{"role": "assistant", "content": "SBI में joint account खोलने के लिए आपको कुछ documents की जरूरत होगी। क्या आप जानना चाहते हैं कि कौन से documents चाहिए?"}
#67	]
#68	m.add(messages, user_id="rajesh", metadata={"language": "hindi", "topic": "banking"})
#69	```
#70
#71	## Config
#72
#73	All available parameters for the `sarvam` config are present in [Master List of All Params in Config](../config).
#74

z6Mkq5mY3JWtxoxUobWcfNHm7AkRubgSWEZTkBVqZXJviFZ5/my-project-public