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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.
To use Sarvam AI’s models, please set the SARVAM_API_KEY
which you can get from their platform.
Usage
import os
from mem0 import Memory
os.environ["OPENAI_API_KEY"] = "your-api-key" # used for embedding model
os.environ["SARVAM_API_KEY"] = "your-api-key"
config = {
"llm": {
"provider": "sarvam",
"config": {
"model": "sarvam-m",
"temperature": 0.7,
}
}
}
m = Memory.from_config(config)
messages = [
{"role": "user", "content": "I'm planning to watch a movie tonight. Any recommendations?"},
{"role": "assistant", "content": "How about a thriller movies? They can be quite engaging."},
{"role": "user", "content": "I'm not a big fan of thriller movies but I love sci-fi movies."},
{"role": "assistant", "content": "Got it! I'll avoid thriller recommendations and suggest sci-fi movies in the future."}
]
m.add(messages, user_id="alex")
Advanced Usage with Sarvam-Specific Features
import os
from mem0 import Memory
config = {
"llm": {
"provider": "sarvam",
"config": {
"model": {
"name": "sarvam-m",
"reasoning_effort": "high", # Enable advanced reasoning
"frequency_penalty": 0.1, # Reduce repetition
"seed": 42 # For deterministic outputs
},
"temperature": 0.3,
"max_tokens": 2000,
"api_key": "your-sarvam-api-key"
}
}
}
m = Memory.from_config(config)
# Example with Hindi conversation
messages = [
{"role": "user", "content": "मैं SBI में joint account खोलना चाहता हूँ।"},
{"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?"}
]
m.add(messages, user_id="rajesh", metadata={"language": "hindi", "topic": "banking"})
Config
All available parameters for the sarvam
config are present in Master List of All Params in Config.