From 04b0297ae45763445cc2cc5c977144de374402a3 Mon Sep 17 00:00:00 2001 From: Deshraj Yadav Date: Tue, 23 Jul 2024 01:02:55 -0700 Subject: [PATCH] Update docs and README (#1546) --- README.md | 5 +- docs/images/banner.png | Bin 0 -> 180971 bytes docs/overview.mdx | 11 +- docs/platform/quickstart.mdx | 428 ++++++++++++++++++++--------------- 4 files changed, 258 insertions(+), 186 deletions(-) create mode 100644 docs/images/banner.png diff --git a/README.md b/README.md index 360802cf..c3d38b59 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@

- Mem0 Logo + Mem0 Logo

@@ -12,6 +12,9 @@ Mem0 Twitter + Y Combinator S24 + mem0ai npm package + mem0ai Python package on PyPi

# Mem0: The Memory Layer for Personalized AI diff --git a/docs/images/banner.png b/docs/images/banner.png new file mode 100644 index 0000000000000000000000000000000000000000..fa91210b6f2c1cf09c9c4888c7a8fe93128dea48 GIT binary patch literal 180971 zcmV(>K-j;DP)jN-1sooxZ~jq7{LIj{OlMshVpGL`J>o3+_)obo#>pS+q5n7$`0!p z4_?TKRY9RXr;=fru?l8h9~{6|jyK4$(3bgS{^oSbmJKk=w*l5do6U7nol5?6n(#?^ znUhDoUx5|euHUrde)M%PaTey>sV)~2^QE2P=4B}o?Gr)R{7su43G}5s7|aK>4UC== z5WnbW;<8v0kRA#+p{klB1cojRtH;u8J`kh(fA; zv|oLu50Lt(9HRx?jplJc4amP z@_N;02LuEoz!EQBP~?j&`h1K*Z&u9JGj)($1Br48*xugLHv8-x@0`)rqn!|td?UKM z1GAyDSKl{CuSr@_tT&I?G z#j;xS16w28J_1r^v$@6GWYvwy8ILXgODXEt5^O-a&H$0h(zM0XOsOBIL0$9hW3nx% z=O5UH=?Ny!bp0eZ8k%qk_(00Tpk~PVFp0<$ zE*_#uh~#~dAIb!Be8x8Ba|#{&sEVwCIn2B>hZJ{JP`AS{BM8bHPe)YcRT21el6 z64D_T4Lipz*WBHr z#duA`?2GHBJy}-a+8LQNTqGJHD)CvuQhH6Ox{f9cneqr!&LgQ4% ztWutEcLf_qEFJjr3*Y_3t|tv{?n@WqUHP`w2C9v|fs!8nX|ev+%4or#UJG;b(mwK> zFfBhr-zwQ^oqMc)CiQWPle0m?t6oecw33A~k?ow$W-0yJZZD)m%5oZR29~4GcrV-5 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zTu;>hCVmxIR>X+NWTy4abYCNm=VMmfID>V*C&vml+Q`N%5{5*{0}wPn&32gO`_Y_& zx`?J7X0Y>!ppK5|-_R`O&y+$SMJk^YP}R&TqhxgUbf|tNB%sEd=HfDjryx`8RO1XQ z6KpMG)^NbrF!h>J?a_P)ZFwPm%*V%*He~f^&=)^Ke(;Xh&t5F - - Jump to quickstart section to get started + + Get started with Mem0 open source - - Checkout curated examples + + Begin with Mem0 Platform + + + Explore practical use cases diff --git a/docs/platform/quickstart.mdx b/docs/platform/quickstart.mdx index 7c75a2a3..27617c8c 100644 --- a/docs/platform/quickstart.mdx +++ b/docs/platform/quickstart.mdx @@ -5,12 +5,17 @@ description: 'Get started with Mem0 Platform in minutes' ## 1. Installation -Install the Mem0 Python package: - -```bash + +```bash pip pip install mem0ai ``` +```bash npm +npm install mem0ai +``` + + + ## 2. API Key Setup 1. Sign in to [Mem0 Platform](https://app.mem0.ai/dashboard/api-keys) @@ -20,26 +25,32 @@ pip install mem0ai ## 3. Instantiate Client -```python + +```python Python from mem0 import MemoryClient client = MemoryClient(api_key="your-api-key") ``` +```javascript JavaScript +const MemoryClient = require('mem0ai'); +const client = new MemoryClient('your-api-key'); +``` + + + ## 4. Memory Operations Mem0 provides a simple and customizable interface for performing CRUD operations on memory. - ### 4.1 Create Memories You can create long-term and short-term memories for your users, AI Agents, etc. Here are some examples: #### Long-term memory for a user -```python Code -from mem0 import MemoryClient -client = MemoryClient(api_key="your-api-key") + +```python Python messages = [ {"role": "user", "content": "Hi, I'm Alex. I'm a vegetarian and I'm allergic to nuts."}, {"role": "assistant", "content": "Hello Alex! I've noted that you're a vegetarian and have a nut allergy. I'll keep this in mind for any food-related recommendations or discussions."} @@ -47,12 +58,35 @@ messages = [ client.add(messages, user_id="alex") ``` +```javascript JavaScript +const messages = [ + {"role": "user", "content": "Hi, I'm Alex. I'm a vegetarian and I'm allergic to nuts."}, + {"role": "assistant", "content": "Hello Alex! I've noted that you're a vegetarian and have a nut allergy. I'll keep this in mind for any food-related recommendations or discussions."} +]; +client.add(messages, { user_id: "alex" }) + .then(response => console.log(response)) + .catch(error => console.error(error)); +``` + +```bash cURL +curl -X POST "https://api.mem0.ai/v1/memories/" \ + -H "Authorization: Token your-api-key" \ + -H "Content-Type: application/json" \ + -d '{ + "messages": [ + {"role": "user", "content": "Hi, I'm Alex. I'm a vegetarian and I'm allergic to nuts."}, + {"role": "assistant", "content": "Hello Alex! I've noted that you're a vegetarian and have a nut allergy. I'll keep this in mind for any food-related recommendations or discussions."} + ], + "user_id": "alex" + }' +``` + + #### Short-term memory for a user session -```python Code -from mem0 import MemoryClient -client = MemoryClient(api_key="your-api-key") + +```python Python messages = [ {"role": "user", "content": "I'm planning a trip to Japan next month."}, {"role": "assistant", "content": "That's exciting, Alex! A trip to Japan next month sounds wonderful. Would you like some recommendations for vegetarian-friendly restaurants in Japan?"}, @@ -62,12 +96,40 @@ messages = [ client.add(messages, user_id="alex123", session_id="trip-planning-2024") ``` +```javascript JavaScript +const messages = [ + {"role": "user", "content": "I'm planning a trip to Japan next month."}, + {"role": "assistant", "content": "That's exciting, Alex! A trip to Japan next month sounds wonderful. Would you like some recommendations for vegetarian-friendly restaurants in Japan?"}, + {"role": "user", "content": "Yes, please! Especially in Tokyo."}, + {"role": "assistant", "content": "Great! I'll remember that you're interested in vegetarian restaurants in Tokyo for your upcoming trip. I'll prepare a list for you in our next interaction."} +]; +client.add(messages, { user_id: "alex123", session_id: "trip-planning-2024" }) + .then(response => console.log(response)) + .catch(error => console.error(error)); +``` + +```bash cURL +curl -X POST "https://api.mem0.ai/v1/memories/" \ + -H "Authorization: Token your-api-key" \ + -H "Content-Type: application/json" \ + -d '{ + "messages": [ + {"role": "user", "content": "I'm planning a trip to Japan next month."}, + {"role": "assistant", "content": "That's exciting, Alex! A trip to Japan next month sounds wonderful. Would you like some recommendations for vegetarian-friendly restaurants in Japan?"}, + {"role": "user", "content": "Yes, please! Especially in Tokyo."}, + {"role": "assistant", "content": "Great! I'll remember that you're interested in vegetarian restaurants in Tokyo for your upcoming trip. I'll prepare a list for you in our next interaction."} + ], + "user_id": "alex123", + "session_id": "trip-planning-2024" + }' +``` + + #### Long-term memory for agents -```python Code -from mem0 import MemoryClient -client = MemoryClient(api_key="your-api-key") + +```python Python messages = [ {"role": "system", "content": "You are a personalized travel assistant. Remember user preferences and provide tailored recommendations."}, {"role": "assistant", "content": "Understood. I'll maintain personalized travel preferences for each user and provide customized recommendations based on their dietary restrictions, interests, and past interactions."} @@ -75,21 +137,62 @@ messages = [ client.add(messages, agent_id="travel-assistant") ``` +```javascript JavaScript +const messages = [ + {"role": "system", "content": "You are a personalized travel assistant. Remember user preferences and provide tailored recommendations."}, + {"role": "assistant", "content": "Understood. I'll maintain personalized travel preferences for each user and provide customized recommendations based on their dietary restrictions, interests, and past interactions."} +]; +client.add(messages, { agent_id: "travel-assistant" }) + .then(response => console.log(response)) + .catch(error => console.error(error)); +``` + +```bash cURL +curl -X POST "https://api.mem0.ai/v1/memories/" \ + -H "Authorization: Token your-api-key" \ + -H "Content-Type: application/json" \ + -d '{ + "messages": [ + {"role": "system", "content": "You are a personalized travel assistant. Remember user preferences and provide tailored recommendations."}, + {"role": "assistant", "content": "Understood. I'll maintain personalized travel preferences for each user and provide customized recommendations based on their dietary restrictions, interests, and past interactions."} + ], + "agent_id": "travel-assistant" + }' +``` + + You can monitor memory operations on the platform: ![Mem0 Platform Activity](/images/platform/activity.png) - ### 4.2 Search Relevant Memories You can also get related memories for a given natural language question using our search method. -```python Code + +```python Python query = "What do you know about me?" client.search(query, user_id="alex") ``` +```javascript JavaScript +const query = "What do you know about me?"; +client.search(query, { user_id: "alex" }) + .then(results => console.log(results)) + .catch(error => console.error(error)); +``` + +```bash cURL +curl -X POST "https://api.mem0.ai/v1/memories/search/" \ + -H "Authorization: Token your-api-key" \ + -H "Content-Type: application/json" \ + -d '{ + "query": "What do you know about me?", + "user_id": "alex" + }' +``` + ```json Output [ { @@ -115,78 +218,46 @@ client.search(query, user_id="alex") ``` -Similarly, you can search for agent memories by passing the `agent_id` argument. - -```python Code -client.search("What are the learnings from previous runs?", agent_id="travel-assistant") -``` - ### 4.3 Get All Memories -Fetch all memories for a user, agent, or session using the get_all() method. +Fetch all memories for a user, agent, or session using the getAll() method. #### Get all memories of an AI Agent - -```python Code +```python Python client.get_all(agent_id="travel-assistant") ``` -```json Output -[ - { - "id": "48677fae-16c4-4d57-9c27-f984f290722a", - "memory": "Will remember personalized travel preferences for each user.", - "input": [ - { - "role": "system", - "content": "You are a personalized travel assistant. Remember user preferences and provide tailored recommendations." - }, - { - "role": "assistant", - "content": "Understood. I'll maintain personalized travel preferences for each user and provide customized recommendations based on their dietary restrictions, interests, and past interactions." - } - ], - "agent_id": "travel-assistant", - "hash": "644d5f40af13d0525305d8dfadc00fd1", - "metadata": null, - "created_at": "2024-07-20T01:25:22.122299-07:00", - "updated_at": "2024-07-20T01:25:22.122327-07:00" - } -] +```javascript JavaScript +client.getAll({ agent_id: "travel-assistant" }) + .then(memories => console.log(memories)) + .catch(error => console.error(error)); +``` + +```bash cURL +curl -X GET "https://api.mem0.ai/v1/memories/?agent_id=travel-assistant" \ + -H "Authorization: Token your-api-key" ``` #### Get all memories of user -```python Code + +```python Python user_memories = client.get_all(user_id="alex") ``` -```json Output -[ - { - "id": "7f165f7e-b411-4afe-b7e5-35789b72c4a5", - "memory": "Name: Alex. Vegetarian. Allergic to nuts.", - "input": [ - { - "role": "user", - "content": "Hi, I'm Alex. I'm a vegetarian and I'm allergic to nuts." - }, - { - "role": "assistant", - "content": "Hello Alex! I've noted that you're a vegetarian and have a nut allergy. I'll keep this in mind for any food-related recommendations or discussions." - } - ], - "user_id": "alex", - "hash": "9ee7e1455e84d1dab700ed8749aed75a", - "metadata": null, - "created_at": "2024-07-20T01:30:36.275141-07:00", - "updated_at": "2024-07-20T01:30:36.275172-07:00" - } -] +```javascript JavaScript +client.getAll({ user_id: "alex" }) + .then(memories => console.log(memories)) + .catch(error => console.error(error)); +``` + +```bash cURL +curl -X GET "https://api.mem0.ai/v1/memories/?user_id=alex" \ + -H "Authorization: Token your-api-key" ``` @@ -194,80 +265,39 @@ user_memories = client.get_all(user_id="alex") -```python Code +```python Python short_term_memories = client.get_all(user_id="alex123", session_id="trip-planning-2024") ``` -```python Output -[ - { - "id": "582bbe6d-506b-48c6-a4c6-5df3b1e63428", - "memory": "Planning a trip to Japan next month. Interested in vegetarian restaurants in Tokyo.", - "input": [ - { - "role": "user", - "content": "I'm planning a trip to Japan next month." - }, - { - "role": "assistant", - "content": "That's exciting, Alex! A trip to Japan next month sounds wonderful. Would you like some recommendations for vegetarian-friendly restaurants in Japan?" - }, - { - "role": "user", - "content": "Yes, please! Especially in Tokyo." - }, - { - "role": "assistant", - "content": "Great! I'll remember that you're interested in vegetarian restaurants in Tokyo for your upcoming trip. I'll prepare a list for you in our next interaction." - } - ], - "user_id": "alex123", - "hash": "d2088c936e259f2f5d2d75543d31401c", - "metadata": null, - "created_at": "2024-07-20T01:34:09.748379-07:00", - "updated_at": "2024-07-20T01:34:09.748391-07:00" - } -] +```javascript JavaScript +client.getAll({ user_id: "alex123", session_id: "trip-planning-2024" }) + .then(memories => console.log(memories)) + .catch(error => console.error(error)); +``` + +```bash cURL +curl -X GET "https://api.mem0.ai/v1/memories/?user_id=alex123&session_id=trip-planning-2024" \ + -H "Authorization: Token your-api-key" ``` - #### Get specific memory -```python Code +```python Python memory = client.get(memory_id="582bbe6d-506b-48c6-a4c6-5df3b1e63428") ``` -```python Output -{ - "id": "582bbe6d-506b-48c6-a4c6-5df3b1e63428", - "memory": "Planning a trip to Japan next month. Interested in vegetarian restaurants in Tokyo.", - "input": [ - { - "role": "user", - "content": "I'm planning a trip to Japan next month." - }, - { - "role": "assistant", - "content": "That's exciting, Alex! A trip to Japan next month sounds wonderful. Would you like some recommendations for vegetarian-friendly restaurants in Japan?" - }, - { - "role": "user", - "content": "Yes, please! Especially in Tokyo." - }, - { - "role": "assistant", - "content": "Great! I'll remember that you're interested in vegetarian restaurants in Tokyo for your upcoming trip. I'll prepare a list for you in our next interaction." - } - ], - "user_id": "alex123", - "hash": "d2088c936e259f2f5d2d75543d31401c", - "metadata": null, - "created_at": "2024-07-20T01:34:09.748379-07:00", - "updated_at": "2024-07-20T01:34:09.748391-07:00" -} +```javascript JavaScript +client.get("582bbe6d-506b-48c6-a4c6-5df3b1e63428") + .then(memory => console.log(memory)) + .catch(error => console.error(error)); +``` + +```bash cURL +curl -X GET "https://api.mem0.ai/v1/memories/582bbe6d-506b-48c6-a4c6-5df3b1e63428" \ + -H "Authorization: Token your-api-key" ``` @@ -277,7 +307,7 @@ Get history of how a memory has changed over time -```python Code +```python Python # Add some message to create history messages = [{"role": "user", "content": "I recently tried chicken and I loved it. I'm thinking of trying more non-vegetarian dishes.."}] client.add(messages, user_id="alex") @@ -292,82 +322,118 @@ history = client.history(memory_id) print(history) ``` -```json Output -[ - { - 'id': '5a718c7e-7ed2-4c72-8c55-d7896dc61ca3', - 'memory_id': 'c6c5da66-d851-4653-8a09-ec7b2c1c9cc9', - 'input': [ - { - 'role': 'user', - 'content': "I recently tried chicken and I loved it. I'm thinking of trying more non-vegetarian dishes.." - } - ], - 'old_memory': None, - 'new_memory': 'Recently tried chicken and loved it. Interested in trying more non-vegetarian dishes.', - 'event': 'ADD', - 'metadata': None, - 'created_at': '2024-07-20T02:13:35.842720-07:00', - 'updated_at': '2024-07-20T02:13:35.818065-07:00' - }, - { - 'id': 'e52e2c73-4b97-4154-9844-aa44c6ee57f5', - 'memory_id': 'c6c5da66-d851-4653-8a09-ec7b2c1c9cc9', - 'input': [ - { - 'role': 'user', - 'content': "I recently tried chicken and I loved it. I'm thinking of trying more non-vegetarian dishes.." - }, - { - 'role': 'user', - 'content': 'I turned vegetarian now.' - } - ], - 'old_memory': 'Recently tried chicken and loved it. Interested in trying more non-vegetarian dishes.', - 'new_memory': '', - 'event': 'DELETE', - 'metadata': None, - 'created_at': '2024-07-20T02:13:38.070492-07:00', - 'updated_at': '2024-07-20T02:13:38.060219-07:00' - } -] +```javascript JavaScript +// Add some message to create history +let messages = [{ role: "user", content: "I recently tried chicken and I loved it. I'm thinking of trying more non-vegetarian dishes.." }]; +client.add(messages, { user_id: "alex" }) + .then(result => { + // Add second message to update history + messages.push({ role: 'user', content: 'I turned vegetarian now.' }); + return client.add(messages, { user_id: "alex" }); + }) + .then(result => { + // Get history of how memory changed over time + const memoryId = result.id; // Assuming the API returns the memory ID + return client.history(memoryId); + }) + .then(history => console.log(history)) + .catch(error => console.error(error)); +``` + +```bash cURL +# First, add the initial memory +curl -X POST "https://api.mem0.ai/v1/memories/" \ + -H "Authorization: Token your-api-key" \ + -H "Content-Type: application/json" \ + -d '{ + "messages": [{"role": "user", "content": "I recently tried chicken and I loved it. I'm thinking of trying more non-vegetarian dishes.."}], + "user_id": "alex" + }' + +# Then, update the memory +curl -X POST "https://api.mem0.ai/v1/memories/" \ + -H "Authorization: Token your-api-key" \ + -H "Content-Type: application/json" \ + -d '{ + "messages": [ + {"role": "user", "content": "I recently tried chicken and I loved it. I'm thinking of trying more non-vegetarian dishes.."}, + {"role": "user", "content": "I turned vegetarian now."} + ], + "user_id": "alex" + }' + +# Finally, get the history (replace with the actual memory ID) +curl -X GET "https://api.mem0.ai/v1/memories//history/" \ + -H "Authorization: Token your-api-key" ``` - ### 4.5 Delete Memory Delete specific memory: -```python Code +```python Python client.delete(memory_id) ``` -```python Output -{'message': 'Memory deleted successfully!'} +```javascript JavaScript +client.delete("memory-id-here") + .then(result => console.log(result)) + .catch(error => console.error(error)); +``` + +```bash cURL +curl -X DELETE "https://api.mem0.ai/v1/memories/memory-id-here" \ + -H "Authorization: Token your-api-key" ``` - Delete all memories of a user: -```python Code +```python Python client.delete_all(user_id="alex") ``` -```python Output -{'message': 'Memories deleted successfully!'} +```javascript JavaScript +client.deleteAll({ user_id: "alex" }) + .then(result => console.log(result)) + .catch(error => console.error(error)); +``` + +```bash cURL +curl -X DELETE "https://api.mem0.ai/v1/memories/?user_id=alex" \ + -H "Authorization: Token your-api-key" ``` -Fun fact: You can also delete the memory using the `add()` method by passing natural language command. +Fun fact: You can also delete the memory using the `add()` method by passing a natural language command: -```python Code + + +```python Python client.add("Delete all of my food preferences", user_id="alex") +``` + +```javascript JavaScript +client.add("Delete all of my food preferences", { user_id: "alex" }) + .then(result => console.log(result)) + .catch(error => console.error(error)); +``` + +```bash cURL +curl -X POST "https://api.mem0.ai/v1/memories/" \ + -H "Authorization: Token your-api-key" \ + -H "Content-Type: application/json" \ + -d '{ + "messages": [{"role": "user", "content": "Delete all of my food preferences"}], + "user_id": "alex" + }' +``` + If you have any questions, please feel free to reach out to us using one of the following methods: