|
3 | 3 | # Mindee API Helper Library for Python |
4 | 4 | Quickly and easily connect to Mindee's API services using Python. |
5 | 5 |
|
6 | | -## Quick Start |
7 | | -Here's the TL;DR of getting started. |
| 6 | +## Mindee API Versions |
| 7 | +This client library has support for both Mindee platform versions. |
8 | 8 |
|
9 | | -First, get an [API Key](https://developers.mindee.com/docs/create-api-key) |
| 9 | +### Latest - V2 |
| 10 | +This is the new platform located here: |
10 | 11 |
|
11 | | -Then, install this library: |
12 | | -```shell |
13 | | -pip install mindee |
14 | | -``` |
| 12 | +https://app.mindee.com |
15 | 13 |
|
16 | | -Finally, Python away! |
| 14 | +It uses **API version 2**. |
17 | 15 |
|
18 | | -### Loading a File and Parsing It |
| 16 | +Consult the |
| 17 | +**[Latest Documentation](https://docs.mindee.com/integrations/client-libraries-sdk)** |
19 | 18 |
|
20 | | -#### Global Documents |
21 | | -```python |
22 | | -from mindee import Client, product |
23 | 19 |
|
24 | | -# Init a new client |
25 | | -mindee_client = Client(api_key="my-api-key") |
| 20 | +### Legacy - V1 |
| 21 | +This is the legacy platform located here: |
26 | 22 |
|
27 | | -# Load a file from disk |
28 | | -input_doc = mindee_client.source_from_path("/path/to/the/file.ext") |
| 23 | +https://platform.mindee.com/ |
29 | 24 |
|
30 | | -# Parse the document as an invoice by passing the appropriate type |
31 | | -result = mindee_client.parse(product.InvoiceV4, input_doc) |
| 25 | +It uses **API version 1**. |
32 | 26 |
|
33 | | -# Print a brief summary of the parsed data |
34 | | -print(result.document) |
35 | | -``` |
| 27 | +Consult the |
| 28 | +**[Legacy Documentation](https://developers.mindee.com/docs/python-getting-started)** |
36 | 29 |
|
37 | | -**Note:** Files can also be loaded from: |
| 30 | +## Additional Information |
38 | 31 |
|
39 | | -A python `BinaryIO` compatible file: |
40 | | -```python |
41 | | -input_doc = mindee_client.source_from_file(my_file) |
42 | | -``` |
| 32 | +**[Source Code](https://github.com/mindee/mindee-api-python)** |
43 | 33 |
|
44 | | -A URL (`HTTPS` only): |
45 | | -```python |
46 | | -input_doc = mindee_client.source_from_url( |
47 | | - "https://files.readme.io/a74eaa5-c8e283b-sample_invoice.jpeg" |
48 | | -) |
49 | | -``` |
| 34 | +**[Reference Documentation](https://mindee.github.io/mindee-api-python/)** |
50 | 35 |
|
51 | | -A base64-encoded string, making sure to specify the extension of the file name: |
52 | | -```python |
53 | | -input_doc = mindee_client.source_from_b64string( |
54 | | - my_input_string, "my-file-name.ext" |
55 | | -) |
56 | | -``` |
| 36 | +**[Feedback](https://feedback.mindee.com/)** |
57 | 37 |
|
58 | | -Raw bytes, making sure to specify the extension of the file name: |
59 | | -```python |
60 | | -input_doc = mindee_client.source_from_bytes( |
61 | | - my_raw_bytes_sequence, "my-file-name.ext" |
62 | | -) |
63 | | -``` |
64 | | - |
65 | | -#### Region-Specific Documents |
66 | | -```python |
67 | | -from mindee import Client, product |
68 | | - |
69 | | -# Init a new client |
70 | | -mindee_client = Client(api_key="my-api-key") |
71 | | - |
72 | | -# Load a file from disk |
73 | | -input_doc = mindee_client.source_from_path("/path/to/the/file.ext") |
74 | | - |
75 | | -# Parse the document as a USA bank check by passing the appropriate type |
76 | | -result = mindee_client.parse(product.us.BankCheckV1, input_doc) |
77 | | - |
78 | | -# Print a brief summary of the parsed data |
79 | | -print(result.document) |
80 | | -``` |
81 | | - |
82 | | -#### Custom Documents (docTI & Custom APIs) |
83 | | - |
84 | | -```python |
85 | | -from mindee import Client, product |
86 | | - |
87 | | -# Init a new client |
88 | | -mindee_client = Client(api_key="my-api-key") |
89 | | - |
90 | | -# Add your custom endpoint (document) |
91 | | -my_endpoint = mindee_client.create_endpoint( |
92 | | - account_name="my-account", |
93 | | - endpoint_name="my-endpoint", |
94 | | -) |
95 | | - |
96 | | -# Load a file from disk |
97 | | -input_doc = mindee_client.source_from_path("/path/to/the/file.ext") |
98 | | - |
99 | | -# Parse the file. |
100 | | -# The endpoint must be specified since it cannot be determined from the class. |
101 | | -result = mindee_client.enqueue_and_parse( |
102 | | - product.GeneratedV1, |
103 | | - input_doc, |
104 | | - endpoint=my_endpoint |
105 | | -) |
106 | | - |
107 | | -# Print a brief summary of the parsed data |
108 | | -print(result.document) |
109 | | - |
110 | | -# Iterate over all the fields in the document |
111 | | -for field_name, field_values in result.document.fields.items(): |
112 | | - print(field_name, "=", field_values) |
113 | | -``` |
114 | | - |
115 | | -### Enqueue and Parse a Webhook Response |
116 | | -This is an optional way of handling asynchronous APIs. |
117 | | - |
118 | | -```python |
119 | | -from mindee import Client, product |
120 | | - |
121 | | -mindee_client = Client() |
122 | | -input_source = mindee_client.source_from_path("/path/to/the/file.ext") |
123 | | - |
124 | | -result = mindee_client.enqueue_and_parse( |
125 | | - product.FinancialDocumentV1, |
126 | | - input_source, |
127 | | - workflow_id="my-workflow-id", |
128 | | - rag=True, |
129 | | -) |
130 | | - |
131 | | -print(result.document) |
132 | | -``` |
133 | | - |
134 | | -### Additional Options |
135 | | -Options to pass when sending a file. |
136 | | -```python |
137 | | -from mindee import Client, product |
138 | | -from mindee.client import LocalResponse |
139 | | - |
140 | | -mindee_client = Client() |
141 | | -input_source = mindee_client.source_from_path("/path/to/the/file.ext") |
142 | | - |
143 | | -enqueue_response = mindee_client.enqueue( |
144 | | - product.InternationalIdV2, |
145 | | - input_source, |
146 | | -) |
147 | | - |
148 | | -# You can keep track of the job's ID for traceability concerns. |
149 | | -job_id = enqueue_response.job.id |
150 | | - |
151 | | - |
152 | | -# Load the JSON string sent by the Mindee webhook POST callback. |
153 | | -# Reading the callback data will vary greatly depending on your HTTP server. |
154 | | -# This is therefore beyond the scope of this example. |
155 | | - |
156 | | -local_response = LocalResponse(request.body()) |
157 | | - |
158 | | -# You can also load the json from a local path. |
159 | | -# local_response = LocalResponse("path/to/my/file.ext") |
160 | | - |
161 | | -# Optional: verify the HMAC signature |
162 | | -# You'll need to get the "X-Mindee-Hmac-Signature" custom HTTP header. |
163 | | -hmac_signature = request.headers.get("X-Mindee-Hmac-Signature") |
164 | | -if not local_response.is_valid_hmac_signature(my_secret_key, hmac_signature): |
165 | | - raise Error("Bad HMAC signature! Is someone trying to do evil?") |
166 | | - |
167 | | -# Deserialize the response |
168 | | - |
169 | | -result = mindee_client.load_prediction( |
170 | | - product.InternationalIdV2, |
171 | | - local_response |
172 | | -) |
173 | | - |
174 | | -# Print a full summary of the parsed data in RST format |
175 | | -print(result.document) |
176 | | -``` |
177 | | - |
178 | | - |
179 | | -#### Page Options |
180 | | -Allows sending only certain pages in a PDF. |
181 | | - |
182 | | -In this example we only send the first, penultimate and last pages: |
183 | | - |
184 | | -```python |
185 | | -from mindee import product, PageOptions |
186 | | - |
187 | | -result = mindee_client.parse( |
188 | | - product.InvoiceV4, |
189 | | - input_source, |
190 | | - page_options=PageOptions( |
191 | | - page_indexes=[0, -2, -1], |
192 | | - operation=PageOptions.KEEP_ONLY, |
193 | | - on_min_pages=2 |
194 | | - ) |
195 | | -) |
196 | | -``` |
197 | | - |
198 | | -You can view the source code on [GitHub](https://github.com/mindee/mindee-api-python). |
199 | | - |
200 | | -You can also take a look at the |
201 | | -**[Reference Documentation](https://mindee.github.io/mindee-api-python/)**. |
202 | | - |
203 | | -## License |
| 38 | +### License |
204 | 39 | Copyright © Mindee |
205 | 40 |
|
206 | 41 | Available as open source under the terms of the [MIT License](https://opensource.org/licenses/MIT). |
207 | | - |
208 | | -## Questions? |
209 | | -[Join our Slack](https://join.slack.com/t/mindee-community/shared_invite/zt-2d0ds7dtz-DPAF81ZqTy20chsYpQBW5g) |
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